Financial Markets and Nature: The Fibonacci Connection

Size: px
Start display at page:

Download "Financial Markets and Nature: The Fibonacci Connection"

Transcription

1 Financial Markets and Nature: The Fibonacci Connection Robert S. Vagg I see a certain order in the Universe, and math is one way of making it visible May Sarton ( )

2 Disclaimer The author believes that the information contained in this presentation has been obtained from sources that are accurate. The author accepts no liability for any damage caused by any error in, or omission from, the presentation. The content of the presentation is general information intended as a guide only and should not be relied upon in isolation. It has been prepared without taking account of any individual s financial situation or objectives. It therefore should not be considered as providing anything other than general advice. Individuals should seek appropriate advice from a licensed financial advisor before taking any action stemming from the content of this presentation. I guess I should warn you, if I turn out to be particularly clear, you ve probably misunderstood what I ve said.. Alan Greenspan

3 Nature: An Unpredictable Chaotic Complex System

4 Nature: An Unpredictable Chaotic Complex System The logarithmic spiral a natural growth structure

5 The Nature of the Stock Market Meeting Human Needs Basic Need Secure Housing Food Sustenance Mobility Communication Well-being Market Sector Property Trusts, Financials, Materials, (Defence) Consumer (Staples) Energy, Healthcare Utilities, Industrials, (Transport) Telecommunications, Information Technology Healthcare, Consumer (Discretionary)

6 Natural Growth and Growth Structures 10,000 All Ordinaries Price Index ( ) 10,000 1,000 Linear Trend Dynamic Growth Volatility Static Growth Pattern 1,000 Volatility 100 Linear Trend

7 Three Natural Irrational Numbers Irrational Number: A number that is neither a whole number nor a simple ratio of two whole numbers e (the natural growth base) = Stock Market Relevance describes compound growth > Price Trend Growth π (pi) = describes cyclical growth > Price Volatility Φ (phi) = describes both???

8 Sectioning a Line: The Golden Proportion B A (100%) C Question: How must a line be sectioned so that the ratio of the lengths B:C = A:B? Answer: B:C = A:B = ( Φ ) x = ( Φ 2 ) / = ( Φ 2 ) (61.8%) (38.2%) / = ( Φ 1 ) / = ( Φ 1 ) x = ( Φ 0 ) x = ( Φ 0 ) / = ( Φ -1 ) / = ( Φ -1 ) x = ( Φ -2 ) / = ( Φ -2 )

9 Φ and the Pentagon (Pentangle) B A Relative Lengths AB = % F E AC = Φ DE = % EF = % C D Φ =

10 The Fibonacci Sequence Leonardo Fibonacci (ca ) (Leonardo da Pisa) Fibonacci described the first known recursive number sequence. In the sequence each number is equal to the sum of the previous two (e.g = 13). 0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610, / 233 = ( Φ 2 ) 377 / 233 = ( Φ 1 ) 144 / 233 = ( Φ -1 ) / 233 = ( Φ -2 ) As the sequence progresses the ratio of each successive pair of numbers converges to (phi).

11 Simple Growth by Regular Branching Growth Rule: Each branch two months old or more produces a new shoot every month Branches Months

12 Continuous Linear Branching B A Maximum branch reduction factor (B/A) = 1/1.618 = 0.618

13 2-Dimensional Growth by Expanding Squares Logarithmic Spiral

14 The Growth Spiral (Logarithmic Spiral) in Nature Ram Horn Low-Pressure Weather System Fossil Shell Aloe Succulent Pinwheel Galaxy (Ursa Major Constellation)

15 Leaf Structure (Phyllotaxis) and Spiral Growth Sunflower phyllotaxis

16 Leaf Structure (Phyllotaxis) and the Golden Angle The Golden Angle : o 2π / Φ = 360 o /1.618 = 360 o x = o Sunflower phyllotaxis 360 o x = o

17 Floret Structures: Products of the Golden Angle 34 Coneflower 34 x 55 Sunflower 55 x 89 Daisy 21 x 34 21

18 Non-Fibonacci Plants: Lucas Phyllotaxis 2, 1, 3, 4, 7, 11, 18, 29, 47, 76, 123, 199, 322, 521, 843,. 843 / 322 = ( Φ 2 ) 521 / 322 = ( Φ 1 ) 199 / 322 = ( Φ -1 ) / 322 = ( Φ -2 ) Fuchsia (4 petals) Cacti: 4 x 7 spirals 11 x 18 spirals 29 ribs

19 Φ in the Human Form A shell-like Ear Facial Dimensions Designed for Survival Dimensions of the Hand and Arm

20 Φ in the Human Form A well- formed spiral

21 10 base-pairs 3.4 nm The Structure of B-DNA: Φ in the Genes A Right-Handed Double Helix Major Groove decagon Minor Groove 2.1 nm 1,000,000,000 nm = 1 metre axial view D.Harel, R.Unger & J.L.Sussman, TIBS, 11, (1986).

22 A Plot of the Fibonacci Sequence Fibonacci Series (Linear Plot) Fibonacci Series (Log Plot) Series Number Series Number The Fibonacci Sequence represents simple compound (or exponential) growth Growth Rate = 61.8% per period Growth Multiplier = ( = phi = Φ)

23 Phi Growth in the Stock Market Phi Growth = simple compound growth at a 61.8% growth rate Is all compound growth equivalent to Phi Growth?? Yes - If compound growth is not expressed as per annum To calculate a Phi Growth period (n) for an annual growth rate of R n (years) = log(1.618) / log(1+r)

24 37-year Trend Growth: Rio Tinto Ltd ( )

25 Seasonal Growth: The Phi Cycle of Growth and Consolidation Primary Support/Resistance Levels

26 BHP Ltd (BHP): The Phi Cycle of Growth and Consolidation Primary Support/Resistance Levels

27 Stock Market Volatility R.N. Elliott ( ) Systematic studies of US markets by both Gann and Elliott identified repeating patterns of market volatility. Gann used units of 1 /8, Elliott used Fibonacci ratios. W.D. Gann ( ) % X? 4 1 C A B Retracement or Correction (X=?) Strength Elliott Gann Strong 38.2% 37.5% Moderate 50.0% 50.0% Weak 61.8% 62.5% 2 Basic Elliott Wave Structure

28 A Strong Elliott Wave: All Ordinaries Price Index - Nov Mar 2003 Bull-Bear Cycle (38.2%) Romanesque Broccoli (100%) 3 9/11 A B C (61.8%) Numbersmith Research

29 A Weak Elliott Wave: All Ordinaries Price Index - Major Support/Resistance Levels - The Debt Cycle B Nautilus Shell (100%) (61.8%) A (38.2%) C Numbersmith Research

30 Climbing the Stairs All Ordinaries Trend Termination Levels 10, ,000 Trend Termination Levels % -38.2% , , Numbersmith Research

31 A Natural Growth Pattern The Phi Cycle Growth in Stages 10,000 All Ordinaries Price Index ( ) , , , Numbersmith Research

32 Woolworths Ltd (WOW) Growth + Consolidation $100 Woolworths Ltd (WOW) ( ) $100 $50 $50 Secondary Grow th 29% pa $20 Secondary Grow th 52% pa Primary Growth 17.2% pa $20 $10 $10 $5 $5 $2 Secondary Grow th 71% pa $2 $1 Jan- 93 Numbersmith Research 2011 Jan- 94 Jan- 95 Jan- 96 Jan- 97 Jan- 98 Jan- 99 Jan- 00 Jan- 01 Jan- 02 Updated M arch 2011 Jan- 03 Jan- 04 Jan- 05 Jan- 06 Jan- 07 Jan- 08 Jan- 09 Jan- 10 Jan- 11 Jan- 12 $1

33 Three Price-Growth Trend Patterns Three ways to move from A to B C Relative Path Lengths Growth in Steps = units Price B 1 unit A 1 unit Time

34 Three Price-Growth Trend Patterns Three ways to move from A to B C Relative Path Lengths Growth in Steps = units Price B 2 Smooth Linear Growth = ( 2 ) units 2 1 unit A 1 unit Time

35 Three Price-Growth Trend Patterns Three ways to move from A to B C Relative Path Lengths Growth in Steps = units Price B Smooth Linear Growth = ( 2 ) units Growth + Consolidation = ( ) units A Φ = Time Growth Consolidation

36 The Phi Growth Process As the Fibonacci sequence progresses the ratio of each successive pair of numbers converges to (phi). 0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610, 987. Phi Growth is NOT specific to the Fibonacci sequence of numbers. It may be produced by beginning with any two numbers and summing each successive pair to form a series. For example: beginning with 31 and / 1274 = / 2061 = , 4, 35, 39, 74, 113, 187, 300, 487, 787, 1274, 2061, 3335.

37 Compound Growth at Reduced Efficiency At 100% efficiency (Fibonacci), compound growth rate = 61.8% 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610, 987. X At 90% efficiency, compound growth rate = 50.0% [ e.g. 1.8 = (1+1) x 0.90 ] 1, 1, 1.8, 2.5, 3.9, 5.8, 8.7, 13.0, 19.5, 29.3, 43.9, 65.9, X The inefficient use of growth resources results in a weaker structure!!! A weakened Nautilus shell constructed at only 90% efficiency would be wasteful of resources, be susceptible to attack by predators, and would not survive. 65.9

38 The Significance of Phi (Φ) In the Fibonacci Series The Fibonacci Ratio (Φ) is NOT dependent upon the particular numbers in the Fibonacci Series. It is generated not by the NUMBER selection, but by the use of an iterative PROCEDURE that is 100% EFFICIENT. That procedure is the mathematical process of ADDITION. For example: = 13 and NOT anything less!! (e.g at 90% efficiency) The Ratio therefore represents COMPOUND GROWTH occurring at MAXIMUM EFFICIENCY.

39 The Significance of Phi (Φ) In Nature The Natural world does not tolerate inefficiency - Only the strong survive. Life forms unable to use growth resources to maximum efficiency either die off or are consumed by stronger competitors (for those resources). In Nature only the survivors of a highly competitive system are available for scientific analyses. Phi (Φ) constantly appears in the results of those analyses.

40 The Significance of Phi (Φ) In Financial Markets In establishing efficient (deregulated) financial markets, we create a highly competitive system that parallels that found in the Natural environment. In the Financial World the primary resource required for growth is CAPITAL (both monetary and intellectual). The survivors in that competitive environment are the businesses that are most able to attract capital to allow growth (i.e. the most PROFITABLE). The most profitable business are those that are the most CAPITAL EFFICIENT. Businesses that are NOT capital efficient will either die off (enter receivership) or be consumed by competitors (M&A activity).

41 Conclusions In both the Natural and Financial worlds, Φ is observed in growth patterns that indicate the MOST EFFICIENT USE OF RESOURCES Stock Market Trend Growth (Strength) Φ describes the process of COMPOUNDING Stock Market Volatility (Risk) Φ describes normal LIMITS of market volatility and the market s major TURNING POINTS

42 The Milky Way: A Guide to the Galaxy 26,000 light years You Are Here

EXAMPLES OF USING TIME TO IDENTIFY TURNING POINTS IN THE MARKETS

EXAMPLES OF USING TIME TO IDENTIFY TURNING POINTS IN THE MARKETS Article published in The Australia Technical Analysts Association Newsletter in July 1995 EXAMPLES OF USING TIME TO IDENTIFY TURNING POINTS IN THE MARKETS (For Beginners Part one) By Chris Christidis Cycles

More information

Introduction to and History of the Fibonacci Sequence

Introduction to and History of the Fibonacci Sequence JWBK027-C0[0-08].qxd 3/3/05 6:52 PM Page QUARK04 27A:JWBL027:Chapters:Chapter-0: Introduction to and History of the Fibonacci Sequence A brief look at mathematical proportion calculations and some interesting

More information

Example If the function for a sequence is f (n) = 2n 1 then the values are found by substituting the domain values into the function in order

Example If the function for a sequence is f (n) = 2n 1 then the values are found by substituting the domain values into the function in order Section 12 1A: Sequences A sequence is a function whose domain is the positive integers Z +. Z + represents the counting numbers 1, 2, 3, 4, 5, 6, 7,... We use the letter n to represent the domain of the

More information

The Golden Ratio. The Divine Proportion

The Golden Ratio. The Divine Proportion The Golden Ratio The Divine Proportion The Problem There is a population of rabbits for which it is assumed: 1) In the first month there is just one newborn pair 2) New-born pairs become fertile from their

More information

Rectangle is actually a spiraling

Rectangle is actually a spiraling The Golden Mean is the ideal moderate position between two extremes. It plays a huge role in the universal cosmetic language called Sacred Geometry. The Golden Mean can be found anywhere from art and architecture

More information

Lecture 8: Phyllotaxis, the golden ratio and the Fibonacci sequence

Lecture 8: Phyllotaxis, the golden ratio and the Fibonacci sequence The 77 th Compton lecture series Frustrating geometry: Geometry and incompatibility shaping the physical world Lecture 8: Phyllotaxis, the golden ratio and the Fibonacci sequence Efi Efrati Simons postdoctoral

More information

SEVENTH EDITION and EXPANDED SEVENTH EDITION

SEVENTH EDITION and EXPANDED SEVENTH EDITION SEVENTH EDITION and EXPANDED SEVENTH EDITION Slide 5-1 Chapter 5 Number Theory and the Real Number System 5.1 Number Theory Number Theory The study of numbers and their properties. The numbers we use to

More information

Cash Flow Illustration

Cash Flow Illustration Cash Flow Illustration An Integrated Analysis of LIFETIME CASH FLOWS & NET WORTH AN ANALYSIS PREPARED EXCLUSIVELY FOR Jack Retires at Age 62 & Jill Retires at Age 60 1 Disclaimer This financial plan is

More information

Whitepaper. All Currency, One Wallet!

Whitepaper. All Currency, One Wallet! Whitepaper BitStupm All Currency, One Wallet! All Currency, One Wallet! TABLE OF CONTENTS: BitStupm 1. WHAT IS CRYPTOCURRENCY? 2. HISTORY OF CRYPTOCURRENCY. 3. STRENGTH OF CRYPTOCURRENCY. 4. WHAT IS BITS?

More information

BUSI 460 Suggested Answers to Selected Review and Discussion Questions Lesson 7

BUSI 460 Suggested Answers to Selected Review and Discussion Questions Lesson 7 BUSI 460 Suggested Answers to Selected Review and Discussion Questions Lesson 7 1. The definitions follow: (a) Time series: Time series data, also known as a data series, consists of observations on a

More information

Financial Astrology, Fibonacci and something else...

Financial Astrology, Fibonacci and something else... Return to www. financialastrology. R u Financial Astrology. Economic astrology. Business Astrology. First card transactions. M. Transfiguration Financial Astrology, Fibonacci and something else... The

More information

Some applications of Number Theory. Number Theory in Science and Communication

Some applications of Number Theory. Number Theory in Science and Communication December 13, 2005 Nehru Science Center, Mumbai Mathematics in the real life: The Fibonacci Sequence and the Golden Number Michel Waldschmidt Université P. et M. Curie (Paris VI) Alliance Française http://www.math.jussieu.fr/~miw/

More information

Math 345 Intro to Math Biology Lecture 1: Biological Models using Difference Equations

Math 345 Intro to Math Biology Lecture 1: Biological Models using Difference Equations Math 345 Intro to Math Biology Lecture 1: Biological Models using Difference Equations Junping Shi College of William and Mary, USA Population of James City County, Virginia Population is often recorded

More information

The Fibonacci Sequence

The Fibonacci Sequence The Fibonacci Sequence MATH 100 Survey of Mathematical Ideas J. Robert Buchanan Department of Mathematics Summer 2018 The Fibonacci Sequence In 1202 Leonardo of Pisa (a.k.a Fibonacci) wrote a problem in

More information

Golden Ratio, Fibonacci Numbers, and the Golden Spiral

Golden Ratio, Fibonacci Numbers, and the Golden Spiral Golden Ratio, Fibonacci Numbers, and the Golden Spiral by University of Mobile Creation Reveals God The heavens are telling of the glory of God; and their expanse is declaring the work of His hands. Day

More information

Lecture 2. Business Cycle Measurement. Randall Romero Aguilar, PhD II Semestre 2017 Last updated: August 18, 2017

Lecture 2. Business Cycle Measurement. Randall Romero Aguilar, PhD II Semestre 2017 Last updated: August 18, 2017 Lecture 2 Business Cycle Measurement Randall Romero Aguilar, PhD II Semestre 2017 Last updated: August 18, 2017 Universidad de Costa Rica EC3201 - Teoría Macroeconómica 2 Table of contents 1. Introduction

More information

B-TRACK FORECASTER NIFTY-FIFTY OCTOBER OUTLOOK SHUBHA JAVARIA FINANCIAL ASTROLOGER

B-TRACK FORECASTER NIFTY-FIFTY OCTOBER OUTLOOK SHUBHA JAVARIA FINANCIAL ASTROLOGER 2 B-TRACK FORECASTER FINANCIAL MARKETS PREDCITIONS -AN ASTRO VIEW NIFTY-FIFTY OCTOBER OUTLOOK-2018 SHUBHA JAVARIA FINANCIAL ASTROLOGER www.shubhastrowrld.com An ace & inherited Vedic Astrology practitioner

More information

PLANET SUPPORTING LIFE

PLANET SUPPORTING LIFE PLANET SUPPORTING LIFE Authored by Nehul Yadav nehul12@gmail.com 9013766717 ABSTRACT Maths linked with Ecology It is through mathematical descriptions of ecological systems that we abstract out the basic

More information

Chapter 8: Recursion. March 10, 2008

Chapter 8: Recursion. March 10, 2008 Chapter 8: Recursion March 10, 2008 Outline 1 8.1 Recursively Defined Sequences 2 8.2 Solving Recurrence Relations by Iteration 3 8.4 General Recursive Definitions Recursively Defined Sequences As mentioned

More information

Δημιουργική Εργασία. The Golden Ratio. Μάθημα: Αγγλική Γλώσσα & Μαθηματικά. Πειραματικό ΓΕ.Λ. Πατρών Σχολικό Έτος:

Δημιουργική Εργασία. The Golden Ratio. Μάθημα: Αγγλική Γλώσσα & Μαθηματικά. Πειραματικό ΓΕ.Λ. Πατρών Σχολικό Έτος: Πειραματικό ΓΕ.Λ. Πατρών Σχολικό Έτος: 2016-2017 Δημιουργική Εργασία Μάθημα: Αγγλική Γλώσσα & Μαθηματικά Μαθήτρια: Αθανασοπούλου Μαρία (Τάξη Β1) Υπεύθυνοι Καθηγητές: Χριστοπούλου Μαρία, ΠΕ06 & Παρτσαδάκης

More information

Outlook for Major Segments of the International Offshore Industry Geology and Geophysical

Outlook for Major Segments of the International Offshore Industry Geology and Geophysical 2015-2017 Outlook for Major Segments of the International Offshore Industry Geology and Geophysical Dave Ridyard SVP Business Development ION Geophysical 38th ANNUAL MARINE/OFFSHORE INDUSTRY OUTLOOK CONFERENCE

More information

For personal use only OZ MINERALS CARRAPATEENA COPPER GOLD PROJECT SOUTH AUSTRALIA 27 MARCH 2012

For personal use only OZ MINERALS CARRAPATEENA COPPER GOLD PROJECT SOUTH AUSTRALIA 27 MARCH 2012 OZ MINERALS CARRAPATEENA COPPER GOLD PROJECT SOUTH AUSTRALIA 27 MARCH 2012 WWW.OZMINERALS.COM DISCLAIMER This presentation has been prepared by OZ Minerals Limited ( OZ Minerals ) and consists of written

More information

V Sample from C.O.D vein 15 metres southwest of V

V Sample from C.O.D vein 15 metres southwest of V TSX-V: GGX Gold Drop Property Multiple Gold Bearing Rock Samples including 19.6 g/t Gold at Historic C.O.D Shaft And 14.1 g/t Gold at New Vein Showing Greenwood BC Vancouver, British Columbia June 8, 2017

More information

Ratio by Using Coefficients of Fibonacci Sequence

Ratio by Using Coefficients of Fibonacci Sequence International J.Math. Combin. Vol.3(2013), 96-103 Ratio by Using Coefficients of Fibonacci Sequence Megha Garg and Pertik Garg (Punjab Technical University, Jalanahar, Punjab) Ravinder Kumar (Bhai Gurdas

More information

Great Theoretical Ideas in Computer Science

Great Theoretical Ideas in Computer Science 15-251 Great Theoretical Ideas in Computer Science Recurrences, Fibonacci Numbers and Continued Fractions Lecture 9, September 24, 2009 Leonardo Fibonacci In 1202, Fibonacci proposed a problem about the

More information

The Fibonacci Numbers

The Fibonacci Numbers The Fibonacci Numbers A sequence of numbers (actually, positive integers) that occur many times in nature, art, music, geometry, mathematics, economics, and more... The Fibonacci Numbers The numbers are:

More information

MACRO-PRUDENTIAL RULES AND REGULATION (2015): DISCLOSURE REQUIREMENTS ANNEXURE I: FORMAT FOR ANNUAL DISCLOSURES DRUK PNB BANK LTD.

MACRO-PRUDENTIAL RULES AND REGULATION (2015): DISCLOSURE REQUIREMENTS ANNEXURE I: FORMAT FOR ANNUAL DISCLOSURES DRUK PNB BANK LTD. MACRO-PRUDENTIAL RULES AND REGULATION (2015): DISCLOSURE REQUIREMENTS ANNEXURE I: FORMAT FOR ANNUAL DISCLOSURES DRUK PNB BANK LTD. For the Year ended December 31, 2016 Item 1: Tier I Capital and its Sub-components

More information

Magic of numbers and Fibonacci Sequence. March 10, 2018 Mathematics Circle

Magic of numbers and Fibonacci Sequence. March 10, 2018 Mathematics Circle Magic of numbers and Fibonacci Sequence March 10, 2018 Mathematics Circle Natural Numbers Kronecker, the German Mathematician said the following: GOD CREATED THE NATURAL NUMBERS, THE REST ARE MAN S HANDIWORK

More information

Introduction to Forecasting

Introduction to Forecasting Introduction to Forecasting Introduction to Forecasting Predicting the future Not an exact science but instead consists of a set of statistical tools and techniques that are supported by human judgment

More information

D O E S T H E S U P P LY C H A I N O F R I M I TAISIJA ŽURILA CORPORATE BRAND QUALITY MANAGER SIA RIMI BALTIC

D O E S T H E S U P P LY C H A I N O F R I M I TAISIJA ŽURILA CORPORATE BRAND QUALITY MANAGER SIA RIMI BALTIC G O O D F O O D O N O U R TA B L E : H O W D O E S T H E S U P P LY C H A I N O F R I M I O P E R AT E? TAISIJA ŽURILA CORPORATE BRAND QUALITY MANAGER SIA RIMI BALTIC L E T S S TA R T F R O M O U R B R

More information

NEWS RELEASE. Mountain Province Diamonds Completes the Kennady North Winter Exploration Program

NEWS RELEASE. Mountain Province Diamonds Completes the Kennady North Winter Exploration Program NEWS RELEASE May 23, 2018 TSX and NASDAQ: MPVD Mountain Province Diamonds Completes the Kennady North Winter Exploration Program Toronto and New York, May 23, 2018 Mountain Province Diamonds Inc. ( Mountain

More information

1 Functions And Change

1 Functions And Change 1 Functions And Change 1.1 What Is a Function? * Function A function is a rule that takes certain numbers as inputs and assigns to each a definite output number. The set of all input numbers is called

More information

Introduction to Botany. Lecture 25

Introduction to Botany. Lecture 25 Introduction to Botany. Lecture 25 Alexey Shipunov Minot State University November 2, 2015 Shipunov (MSU) Introduction to Botany. Lecture 25 November 2, 2015 1 / 33 Outline 1 Questions and answers 2 Stem

More information

W E E K L Y P U B L I C AT I O N. Commodities Weekly

W E E K L Y P U B L I C AT I O N. Commodities Weekly W E E K L Y P U B L I C AT I O N Commodities Weekly For further information or questions, please email: mike.m@xatsuk.com Website https:/// DISCLAIMER: By using this report, you accept this disclaimer

More information

CONTENTS NUMBER SYSTEMS. Number Systems

CONTENTS NUMBER SYSTEMS. Number Systems NUMBER SYSTEMS CONTENTS Introduction Classification of Numbers Natural Numbers Whole Numbers Integers Rational Numbers Decimal expansion of rational numbers Terminating decimal Terminating and recurring

More information

Thank you for your interest in the Support Resistance Strength Analyzer!

Thank you for your interest in the Support Resistance Strength Analyzer! This user manual refer to FXCM s Trading Station version of the indicator Support Resistance Strength Analyzer Thank you for your interest in the Support Resistance Strength Analyzer! This unique indicator

More information

Sequences and series UNCORRECTED PAGE PROOFS

Sequences and series UNCORRECTED PAGE PROOFS 3 Sequences and series 3.1 Kick off with CAS 3. Describing sequences 3.3 Arithmetic sequences 3.4 Arithmetic series 3.5 Geometric sequences 3.6 Geometric series 3.7 Applications of sequences and series

More information

EMU NL Annual General Meeting

EMU NL Annual General Meeting EMU NL Annual General Meeting Big Targets in the Maricunga Gold Belt Encouraging Results Getting the job done 9 November 2017 Investment proposition EMU is an ASX listed company seeking to deliver tangible

More information

GOLD: It s About Time (and Other Things) December 4, 2018

GOLD: It s About Time (and Other Things) December 4, 2018 GOLD: It s About Time (and Other Things) December 4, 2018 Gold may not have made our list last week of markets displaying strong or weak long term momentum but it is definitely starting to show other reasons

More information

SILVER CITY MINERALS LIMITED ABN Silver City Minerals Investor Update

SILVER CITY MINERALS LIMITED ABN Silver City Minerals Investor Update ABN 68 130 933 309 ASX Code: SCI Silver City Minerals Investor Update May 2018 1 Important Disclaimer This presentation is provided to you for the sole purpose of providing background technical, financial

More information

Population Ecology. Study of populations in relation to the environment. Increase population size= endangered species

Population Ecology. Study of populations in relation to the environment. Increase population size= endangered species Population Basics Population Ecology Study of populations in relation to the environment Purpose: Increase population size= endangered species Decrease population size = pests, invasive species Maintain

More information

Great Theoretical Ideas in Computer Science

Great Theoretical Ideas in Computer Science 15-251 Great Theoretical Ideas in Computer Science Recurrences, Fibonacci Numbers and Continued Fractions Lecture 9, September 23, 2008 Happy Autumnal Equinox http://apod.nasa.gov/apod/ap080922.html Leonardo

More information

CHAOS THEORY AND EXCHANGE RATE PROBLEM

CHAOS THEORY AND EXCHANGE RATE PROBLEM CHAOS THEORY AND EXCHANGE RATE PROBLEM Yrd. Doç. Dr TURHAN KARAGULER Beykent Universitesi, Yönetim Bilişim Sistemleri Bölümü 34900 Büyükçekmece- Istanbul Tel.: (212) 872 6437 Fax: (212)8722489 e-mail:

More information

The Square of Nine can be considered as an exotic section in relation to Gann analysis.

The Square of Nine can be considered as an exotic section in relation to Gann analysis. Square of Nine The Square of Nine can be considered as an exotic section in relation to Gann analysis. Square of Nine Structure Starting from the center(1) and following the numbers as they unwind, an

More information

Math 1020 ANSWER KEY TEST 3 VERSION A Fall 2016

Math 1020 ANSWER KEY TEST 3 VERSION A Fall 2016 Printed Name: Section #: Instructor: Please do not ask questions during this eam. If you consider a question to be ambiguous, state your assumptions in the margin and do the best you can to provide the

More information

Monthly Trading Report Trading Date: Dec Monthly Trading Report December 2017

Monthly Trading Report Trading Date: Dec Monthly Trading Report December 2017 Trading Date: Dec 7 Monthly Trading Report December 7 Trading Date: Dec 7 Figure : December 7 (% change over previous month) % Major Market Indicators 5 4 Figure : Summary of Trading Data USEP () Daily

More information

CAL GAUSS CALIBRATION MAGNET

CAL GAUSS CALIBRATION MAGNET CALIBRATION MAGNET CAL01 CAL01 800 GAUSS CALIBRATION MAGNET Features and Benefits High Field Magnetometer Calibration Calibrates Transverse and Axial Probes High Degree of Stability Accuracy Retained Between

More information

NEWS RELEASE. March 22, 2017

NEWS RELEASE. March 22, 2017 NEWS RELEASE March 22, 2017 Ashanti Gold Announces Remaining Drill Results from Anumso, Highlight intersections include 9m @ 1.60g/t, 4m @ 1.73g/t and 3m @ 4.95g/t VANCOUVER, BC 03/22/2017 Ashanti Gold

More information

Fibonacci (Leonardo Pisano) ? Statue in Pisa Italy FIBONACCI NUMBERS GOLDEN RATIO, RECURRENCES

Fibonacci (Leonardo Pisano) ? Statue in Pisa Italy FIBONACCI NUMBERS GOLDEN RATIO, RECURRENCES Fibonacci (Leonardo Pisano) 1170-1240? Statue in Pisa Italy FIBONACCI NUMBERS GOLDEN RATIO, RECURRENCES Lecture 23 CS2110 Fall 2016 Prelim tonight 2 You know already whether you are taking it at 5:30 or

More information

Lecture Prepared By: Mohammad Kamrul Arefin Lecturer, School of Business, North South University

Lecture Prepared By: Mohammad Kamrul Arefin Lecturer, School of Business, North South University Lecture 15 20 Prepared By: Mohammad Kamrul Arefin Lecturer, School of Business, North South University Modeling for Time Series Forecasting Forecasting is a necessary input to planning, whether in business,

More information

Stochastic Processes

Stochastic Processes Stochastic Processes Stochastic Process Non Formal Definition: Non formal: A stochastic process (random process) is the opposite of a deterministic process such as one defined by a differential equation.

More information

a b = a+b a a 0.1 The Golden Ratio

a b = a+b a a 0.1 The Golden Ratio 0.1 The Golden Ratio 0.1.1 Finding the Golden Ratio In this unit, we will continue to study the relation between art and geometry. During the renaissance period, many artist, architects, and sculptors

More information

Applications of Advanced Mathematics (C4) Paper B: Comprehension INSERT. TUESDAY 22 JANUARY 2008 Time:Upto1hour

Applications of Advanced Mathematics (C4) Paper B: Comprehension INSERT. TUESDAY 22 JANUARY 2008 Time:Upto1hour VNE GE 4754/01 MTHEMTIS (MEI) pplications of dvanced Mathematics (4) Paper : omprehension INSERT TUESY JNURY 008 fternoon Time:Upto1hour INSTRUTIONS TO NITES This insert contains the text for use with

More information

Chapter 8 - Forecasting

Chapter 8 - Forecasting Chapter 8 - Forecasting Operations Management by R. Dan Reid & Nada R. Sanders 4th Edition Wiley 2010 Wiley 2010 1 Learning Objectives Identify Principles of Forecasting Explain the steps in the forecasting

More information

Large Optic Capability, Impact on the Global Market. by Richard Freeman

Large Optic Capability, Impact on the Global Market. by Richard Freeman Large Optic Capability, Impact on the Global Market by Richard Freeman Large Optic Capability, Impact on the Global Market Large Optic Capability, Impact on the Global Market Significant!! The Development

More information

Nucleotide Frequencies in Human Genome and Fibonacci Numbers

Nucleotide Frequencies in Human Genome and Fibonacci Numbers arxiv:q-bio/0611041v1 [q-bio.ot] 13 Nov 2006 Nucleotide Frequencies in Human Genome and Fibonacci Numbers Michel E. Beleza Yamagishi Embrapa Informática /UNISAL February 9, 2008 Abstract Alex Itiro Shimabukuro

More information

1 Bewley Economies with Aggregate Uncertainty

1 Bewley Economies with Aggregate Uncertainty 1 Bewley Economies with Aggregate Uncertainty Sofarwehaveassumedawayaggregatefluctuations (i.e., business cycles) in our description of the incomplete-markets economies with uninsurable idiosyncratic risk

More information

Dennis Bricker Dept of Mechanical & Industrial Engineering The University of Iowa. Forecasting demand 02/06/03 page 1 of 34

Dennis Bricker Dept of Mechanical & Industrial Engineering The University of Iowa. Forecasting demand 02/06/03 page 1 of 34 demand -5-4 -3-2 -1 0 1 2 3 Dennis Bricker Dept of Mechanical & Industrial Engineering The University of Iowa Forecasting demand 02/06/03 page 1 of 34 Forecasting is very difficult. especially about the

More information

GROSS DOMESTIC PRODUCT FOR NIGERIA

GROSS DOMESTIC PRODUCT FOR NIGERIA FEDERAL REPUBLIC OF NIGERIA (HE PRESIDENCY) Q1 - Q4 2011 AND Q1 2012 GROSS DOMESIC PRODUC FOR NIGERIA National Bureau of Statistics Plot 762, Independence Avenue, Central Business District, Abuja www.nigerianstat.gov.ng

More information

GEOMETRY ASTROLOGY NATURE NUMBERS. Psychology LEARNING AFFLUENCE NURTURING

GEOMETRY ASTROLOGY NATURE NUMBERS. Psychology LEARNING AFFLUENCE NURTURING GEOMETRY ASTROLOGY NATURE NUMBERS W. D. Gann (1878-1955) GANN PLAN Trading Letter www.gannplan.com Psychology LEARNING AFFLUENCE NURTURING AUGUST 2005 There is no question but that all things must be done

More information

Lecture Prepared By: Mohammad Kamrul Arefin Lecturer, School of Business, North South University

Lecture Prepared By: Mohammad Kamrul Arefin Lecturer, School of Business, North South University Lecture 15 20 Prepared By: Mohammad Kamrul Arefin Lecturer, School of Business, North South University Modeling for Time Series Forecasting Forecasting is a necessary input to planning, whether in business,

More information

Information Bulletin 10/2008

Information Bulletin 10/2008 Information Bulletin 10/2008 Warsaw, February 2009 Compiled from NBP materials by the Department of Statistics as at December 12, 2008. Design: Oliwka s.c. Cover photo: Corbis/Free Layout and print: NBP

More information

Leonardo Fibonacci. made his entrance into the world around He was born in the humble city of Pisa, Italy

Leonardo Fibonacci. made his entrance into the world around He was born in the humble city of Pisa, Italy John Townsend Dr. Shanyu Ji Math 4388 15 October 2017 Leonardo Fibonacci Regarded as one of the greatest mathematician of the Middle Ages, Leonardo Pisano made his entrance into the world around 1175.

More information

Monthly Trading Report July 2018

Monthly Trading Report July 2018 Monthly Trading Report July 218 Figure 1: July 218 (% change over previous month) % Major Market Indicators 2 2 4 USEP Forecasted Demand CCGT/Cogen/Trigen Supply ST Supply Figure 2: Summary of Trading

More information

The Wealth Creator. Theme: 6 Reasons why the Phased SIP has worked. An equity SIP approach to Investing. Jul 09th 2016

The Wealth Creator. Theme: 6 Reasons why the Phased SIP has worked. An equity SIP approach to Investing. Jul 09th 2016 The Wealth Creator An equity SIP approach to Investing Jul 09th 2016 Theme: 6 Reasons why the Phased SIP has worked The proof of the pudding lies in its eating. The TWC portfolio has given a phenomenal

More information

RCKS Charts: BHP, TECK, KL, FM, ANX, ECS, WDO & TK

RCKS Charts: BHP, TECK, KL, FM, ANX, ECS, WDO & TK RCKS TALK Keith Edwards, Chartman Market Analysis Technical Market Analyst RCKS Charts RCKS Charts: BHP, TECK, KL, FM, ANX, ECS, WDO & TK In this edition of RCKS Charts, Keith has evaluated BHP Billiton

More information

Global Coking Coal Market Report: 2018 Edition

Global Coking Coal Market Report: 2018 Edition Industry Research by Koncept Analytics Global Coking Coal Market Report: 2018 Edition ----------------------------------------- September 2018 1 Executive Summary Coal is a readily combustible black (or

More information

ASX:TLM. Closing in on world-class copper-gold deposits Annual General Meeting, November 2011

ASX:TLM. Closing in on world-class copper-gold deposits Annual General Meeting, November 2011 ASX:TLM Closing in on world-class copper-gold deposits Annual General Meeting, November 2011 Disclaimer and Competent Person s Statements 2 Disclaimer This presentation is not a prospectus nor an offer

More information

Structures and Functions of Living Organisms

Structures and Functions of Living Organisms Structures and Functions of Living Organisms Date: 6.L.1 Understand the structures, processes and behaviors of plants that enable them to survive and reproduce. 6.L.1.1 Summarize the basic structures and

More information

Acetic Acid Industry Outlook in China to Market Size, Company Share, Price Trends, Capacity Forecasts of All Active and Planned Plants

Acetic Acid Industry Outlook in China to Market Size, Company Share, Price Trends, Capacity Forecasts of All Active and Planned Plants Acetic Acid Industry Outlook in China to 2016 - Market Size, Company Share, Price Trends, Capacity Forecasts of All Active and Planned Plants Reference Code: GDCH1695IDB Publication Date: December 2012

More information

NEWS RELEASE. Mountain Province Diamonds Reports Additional Kimberlite Identified in Gahcho Kué Exploration Program

NEWS RELEASE. Mountain Province Diamonds Reports Additional Kimberlite Identified in Gahcho Kué Exploration Program NEWS RELEASE September 17, 2018 TSX and NASDAQ: MPVD Mountain Province Diamonds Reports Additional Kimberlite Identified in Gahcho Kué Exploration Program Toronto and New York, September 17, 2018 Mountain

More information

1. A group of individuals of the same species which live together in the same area at the same time is called a.

1. A group of individuals of the same species which live together in the same area at the same time is called a. 5. Natural Selection Study Guide (Year) Instructions: Answer each question you may use notes, text book, etc. This will help to prepare you for the unit test, but may not be used on the unit test. 1. A

More information

ARITHMETIC PROGRESSIONS

ARITHMETIC PROGRESSIONS ARITHMETIC PROGRESSIONS 93 ARITHMETIC PROGRESSIONS 5 5.1 Introduction You must have observed that in nature, many things follow a certain pattern, such as the petals of a sunflower, the holes of a honeycomb,

More information

UPDATE ELECTRICITY STATEMENT OF OPPORTUNITIES FOR THE NATIONAL ELECTRICITY MARKET

UPDATE ELECTRICITY STATEMENT OF OPPORTUNITIES FOR THE NATIONAL ELECTRICITY MARKET UPDATE ELECTRICITY STATEMENT OF OPPORTUNITIES FOR THE NATIONAL ELECTRICITY MARKET Published: 26 October 2015 ELECTRICITY STATEMENT OF OPPORTUNITIES IMPORTANT NOTICE Purpose AEMO publishes the Electricity

More information

Information Bulletin 5/2007

Information Bulletin 5/2007 Information Bulletin /2007 Warsaw, September 2007 Compiled from NBP materials by the Department of Statistics as at July 13, 2007. Design: Oliwka s.c. Cover photo: Corbis/Free Layout and print: NBP Printshop

More information

Individual Household Financial Planning

Individual Household Financial Planning Individual Household Financial Planning Igor Osmolovskiy Cambridge Systems Associates Co- workers: Michael Dempster, Elena Medova, Philipp Ustinov 2 ialm helps households to ialm individual Asset Liability

More information

Applications of Advanced Mathematics (C4) Paper B: Comprehension TUESDAY 22 JANUARY 2008 Time:Upto1hour

Applications of Advanced Mathematics (C4) Paper B: Comprehension TUESDAY 22 JANUARY 2008 Time:Upto1hour ADVANED GE 474/0B MATHEMATIS (MEI) Applications of Advanced Mathematics (4) Paper B: omprehension TUESDAY JANUARY 008 Afternoon Time:Uptohour Additional materials: Rough paper MEI Examination Formulae

More information

Practice Questions for Mid-Term I. Question 1: Consider the Cobb-Douglas production function in intensive form:

Practice Questions for Mid-Term I. Question 1: Consider the Cobb-Douglas production function in intensive form: Practice Questions for Mid-Term I Question 1: Consider the Cobb-Douglas production function in intensive form: y f(k) = k α ; α (0, 1) (1) where y and k are output per worker and capital per worker respectively.

More information

Forecasting. Copyright 2015 Pearson Education, Inc.

Forecasting. Copyright 2015 Pearson Education, Inc. 5 Forecasting To accompany Quantitative Analysis for Management, Twelfth Edition, by Render, Stair, Hanna and Hale Power Point slides created by Jeff Heyl Copyright 2015 Pearson Education, Inc. LEARNING

More information

Living Things. Lower KS2 Learning Objective. Ideas for practice. knowledge

Living Things. Lower KS2 Learning Objective. Ideas for practice. knowledge Lower KS2 Learning Objective Living Things Plants: 1. Identify and describe the functions of different parts of plants: roots, stem, leaves and flowers 2. Identify the requirements of plants for life and

More information

Gann For The Modern Trader

Gann For The Modern Trader Gann For The Modern Trader Hima Reddy, CMT hima@himareddy.com http://www.himareddy.com Twitter & Stocktwits: @HimaReddyCMT 2017 Celer Wealth, LLC 1 Today s presentation WHO is W.D. Gann? WHAT is Gann analysis?

More information

-Fibonacci Sequence and The (-;olden Ratio

-Fibonacci Sequence and The (-;olden Ratio Collection \If -Fibonacci Sequence and The (-;olden Ratio Pamela Cohen and Cheryl Zerafa Fibonacci, or more correctly Leonardo da Pisa, was born in Pisa in I 175AD. He was the son of a Pisan merchant who

More information

5. Sequences & Recursion

5. Sequences & Recursion 5. Sequences & Recursion Terence Sim 1 / 42 A mathematician, like a painter or poet, is a maker of patterns. Reading Sections 5.1 5.4, 5.6 5.8 of Epp. Section 2.10 of Campbell. Godfrey Harold Hardy, 1877

More information

Optimum Professional Allocated Pension & PST (Untaxed) - Investment Options Asset Allocation Report

Optimum Professional Allocated Pension & PST (Untaxed) - Investment Options Asset Allocation Report Mortgages Diversified investment options Secure Ibbotson Secure Trust (8) 96.58 1.83 1.59 0.00 0.00 0.00 0.00 0.00 Conservative BlackRock Scientific Diversified Stable Fund (6) 3.60 42.41 16.21 0.00 1.98

More information

STATE COUNCIL OF EDUCATIONAL RESEARCH AND TRAINING TNCF DRAFT SYLLABUS

STATE COUNCIL OF EDUCATIONAL RESEARCH AND TRAINING TNCF DRAFT SYLLABUS STATE COUNCIL OF EDUCATIONAL RESEARCH AND TRAINING TNCF 2017 - DRAFT SYLLABUS Subject :Business Maths Class : XI Unit 1 : TOPIC Matrices and Determinants CONTENT Determinants - Minors; Cofactors; Evaluation

More information

$2.5 Million Resource Drilling Program Commences at Siberia Mining Centre

$2.5 Million Resource Drilling Program Commences at Siberia Mining Centre ASX ANNOUNCEMENT 14 June 2016 $2.5 Million Resource Drilling Program Commences at Siberia Mining Centre Eastern Goldfields Limited (ASX: EGS) (Eastern Goldfields or the Company) is pleased to announce

More information

Integration of WindSim s Forecasting Module into an Existing Multi-Asset Forecasting Framework

Integration of WindSim s Forecasting Module into an Existing Multi-Asset Forecasting Framework Chad Ringley Manager of Atmospheric Modeling Integration of WindSim s Forecasting Module into an Existing Multi-Asset Forecasting Framework 26 JUNE 2014 2014 WINDSIM USER S MEETING TONSBERG, NORWAY SAFE

More information

Lesson 3.5 Exercises, pages

Lesson 3.5 Exercises, pages Lesson 3.5 Exercises, pages 232 238 A 4. Calculate the value of the discriminant for each quadratic equation. a) 5x 2-9x + 4 = 0 b) 3x 2 + 7x - 2 = 0 In b 2 4ac, substitute: In b 2 4ac, substitute: a 5,

More information

INVESTORS AND CAPITAL MARKETS DAY O c t o b e r 15-16, 2015

INVESTORS AND CAPITAL MARKETS DAY O c t o b e r 15-16, 2015 INVESTORS AND CAPITAL MARKETS DAY O c t o b e r 15-16, 2015 N A S : The B e n c h m a r k S t a i n l e s s S t e e l P l a y e r M A R Y J E A N R I L E Y N A S V i c e P r e s i d e n t, F i n a n c

More information

Energy Consumption Anomaly Monitoring Model

Energy Consumption Anomaly Monitoring Model Energy Consumption Anomaly Monitoring Model Lin Chen 1, a, Xiangwei Luo 1, b, Jie Deng 1, c, Yu Jiang 1, d, Bo Wang 1, e, Yao Xiao 1, f 1Chongqing University of Posts and Telecommunications, Chongqing

More information

ASX:TLM. Closing in on world-class copper-gold deposits Resources Rising Stars, September 2011

ASX:TLM. Closing in on world-class copper-gold deposits Resources Rising Stars, September 2011 ASX:TLM Closing in on world-class copper-gold deposits Resources Rising Stars, September 2011 Disclaimer and Competent Person s Statements 2 Disclaimer This presentation is not a prospectus nor an offer

More information

Definition: A sequence is a function from a subset of the integers (usually either the set

Definition: A sequence is a function from a subset of the integers (usually either the set Math 3336 Section 2.4 Sequences and Summations Sequences Geometric Progression Arithmetic Progression Recurrence Relation Fibonacci Sequence Summations Definition: A sequence is a function from a subset

More information

A Mathematical Analysis of the Delay Revision to the U.S. Social Security System. Robert R. MacGregor Rice University MATH 211 Section 2

A Mathematical Analysis of the Delay Revision to the U.S. Social Security System. Robert R. MacGregor Rice University MATH 211 Section 2 A Mathematical Analysis of the Delay Revision to the U.S. Social Security System Robert R. MacGregor Rice University MATH 211 Section 2 November 10, 2002 CONTENTS 1 Contents 1 An Overview 2 2 The Development

More information

Thank you for not chewing gum or anything else. January 31, Daily Objective: Today we will identify typical objects in our night sky.

Thank you for not chewing gum or anything else. January 31, Daily Objective: Today we will identify typical objects in our night sky. Thank you for not chewing gum or anything else Materials: Pencil Notebook/Folder January 31, 2014 Agenda: Bell work Constellations Daily Objective: Today we will identify typical objects in our night sky.

More information

Growing competition in electricity industry and the power source structure

Growing competition in electricity industry and the power source structure Growing competition in electricity industry and the power source structure Hiroaki Ino Institute of Intellectual Property and Toshihiro Matsumura Institute of Social Science, University of Tokyo [Preliminary

More information

Predict. Perform. Profit. Highly accurate rain forecasts a missing link to Climate Resilient Agriculture in West Africa

Predict. Perform. Profit. Highly accurate rain forecasts a missing link to Climate Resilient Agriculture in West Africa Predict. Perform. Profit. Highly accurate rain forecasts a missing link to Climate Resilient Agriculture in West Africa Presentation for Food Security Working Group 9 May 2017 Climate Change & Food Security

More information

Pacific Empire Minerals Provides Copper King RC Drilling Results

Pacific Empire Minerals Provides Copper King RC Drilling Results Pacific Empire Minerals Provides Copper King RC Drilling Results November 1, 2018 - Vancouver, BC, Canada - Pacific Empire Minerals Corp. (TSXV: PEMC) ( Pacific Empire, PEMC or the Company ), a hybrid

More information

ALL ABOUT ALGAE TONI GLYMPH-MARTIN SENIOR ENVIRONMENTAL MICROBIOLOGIST

ALL ABOUT ALGAE TONI GLYMPH-MARTIN SENIOR ENVIRONMENTAL MICROBIOLOGIST ALL ABOUT ALGAE TONI GLYMPH-MARTIN SENIOR ENVIRONMENTAL MICROBIOLOGIST Algae Aerobic organisms that are photosynthetic and grow on simple inorganic compounds using light as an energy source Algae produce

More information

CAMBIUM, meristem, heartwood, and lenticel are

CAMBIUM, meristem, heartwood, and lenticel are Examining the Structures of a Tree CAMBIUM, meristem, heartwood, and lenticel are some terms that may be new to you. These terms are used to describe various tree structures. Not surprisingly, many terms

More information

Sample Institution Memphis, TN

Sample Institution Memphis, TN Morgan Keegan FIXED INCOME RESEARCH Morgan Keegan & Company, Inc. Members New York Stock Exchange Memphis, TN Asset & Liability Analysis MORGAN KEEGAN & COMPANY, INC. Memphis, Tennessee June 2, 2008 The

More information