العامل الثالث / صنفین من الذرة الصفراء = C افضل مستوى من الري والكثافة النباتیة والصنف الملاي م. ادخال البیانات

Size: px
Start display at page:

Download "العامل الثالث / صنفین من الذرة الصفراء = C افضل مستوى من الري والكثافة النباتیة والصنف الملاي م. ادخال البیانات"

Transcription

1 مثال/ اجریت تجربة لدراسة تاثیر ثلاثة عوامل على محصول الذرة الصفراء ثلاثة مستویات من عامل الري ومستوین من عامل الكثافة و صنفین من الذرة الصفراء موزعة في اربعة مكررات وباستخدام. CRD الحل/ المعطیات : العامل الاول / مستویات الري= العامل الثاني / كثافتین للنبات = B العامل الثالث / صنفین من الذرة الصفراء = C المطلوب اثباتھ : ایجاد افضل مستوى من الري والكثافة النباتیة والصنف الملاي م. Data TS; Input T S C Rep R; If T=1 and S=1 and C=1 then TSC=111; If T=1 and S=2 and C=2 then TSC=122; If T=1 and S=3 and C=3 then TSC=133; If T=1 and S=4 and C=4 then TSC=144; If T=2 and S=1 and C=1 then TSC=211; If T=2 and S=2 and C=2 then TSC=222; If T=2 and S=3 and C=3 then TSC=233; If T=2 and S=4 and C=4 then TSC=244; If T=3 and S=1 and C=1 then TSC=311; If T=3 and S=2 and C=2 then TSC=322; If T=3 and S=3 and C=3 then TSC=333; If T=3 and S=4 and C=4 then TSC=344; Cards; البرھان : استخدام SS في ایجاد CRD ادخال البیانات 1

2 ; Proc nova;classes T S C; Model R=T S C T*S*C; Means T S C/Duncan; Proc nova;classes TSC; Model R=TSC; Means TSC/Duncan; Quit; Class Level Information Class Levels Values T S C Number of observations in data set = 48 نتاي ج البیانات 2

3 Dependent Variable: R Source DF Sum of Squares Mean Square F Value Pr > F Model Error Total Corrected R-Square C.V. Root MSE R Mean Source DF nova SS Mean Square F Value Pr > F T S C T*S*C Number of Means 2 3 ' Critical Range Duncan Grouping Mean N T تفسیر النتاي ج WRNING: Cell sizes are not equal. Harmonic Mean of cell sizes= Number of Means 2 Critical Range Duncan Grouping Mean N S

4 Number of Means 2 Critical Range Duncan Grouping Mean N C B تفسیر النتاي ج Class Level Information Class Levels Values TSC Number of observations in data set = 48 NOTE: Due to missing values, only 28 observations can be used in this analysis. Dependent Variable: R Source DF Sum of Squares Mean Square F Value Pr > F Model Error Total Corrected R-Square C.V. Root MSE R Mean Source DF nova SS Mean Square F Value Pr > F TSC th experimentwise error rate lpha= 0.05 df= 22 MSE= WRNING: Cell sizes are not equal. Harmonic Mean of cell sizes= Number of Means Critical Range

5 Duncan Grouping Mean N TSC تفسیر النتاي ج. 5

Note: The problem numbering below may not reflect actual numbering in DGE.

Note: The problem numbering below may not reflect actual numbering in DGE. Stat664 Year 1999 DGE Note: The problem numbering below may not reflect actual numbering in DGE. 1. For a balanced one-way random effect model, (a) write down the model and assumptions; (b) write down

More information

COMPLETELY RANDOM DESIGN (CRD) -Design can be used when experimental units are essentially homogeneous.

COMPLETELY RANDOM DESIGN (CRD) -Design can be used when experimental units are essentially homogeneous. COMPLETELY RANDOM DESIGN (CRD) Description of the Design -Simplest design to use. -Design can be used when experimental units are essentially homogeneous. -Because of the homogeneity requirement, it may

More information

Assignment 6 Answer Keys

Assignment 6 Answer Keys ssignment 6 nswer Keys Problem 1 (a) The treatment sum of squares can be calculated by SS Treatment = b a ȳi 2 Nȳ 2 i=1 = 5 (5.40 2 + 5.80 2 + 10 2 + 9.80 2 ) 20 7.75 2 = 92.95 Then the F statistic for

More information

Combinational Digital Design. Discussion. Chapter 3. Boolean Algebra (Continued)

Combinational Digital Design. Discussion. Chapter 3. Boolean Algebra (Continued) The Islamic University of Gaza Engineering Faculty Department of Computer Engineering Fall 2017 ECOM 2013 Basma M. Al-Sousi Khaleel I. Shaheen Combinational Digital Design Discussion Chapter 3 Boolean

More information

UNIVERSITY EXAMINATIONS NJORO CAMPUS SECOND SEMESTER 2011/2012

UNIVERSITY EXAMINATIONS NJORO CAMPUS SECOND SEMESTER 2011/2012 UNIVERSITY EXAMINATIONS NJORO CAMPUS SECOND SEMESTER 2011/2012 THIRD YEAR EXAMINATION FOR THE AWARD BACHELOR OF SCIENCE IN AGRICULTURE AND BACHELOR OF SCIENCE IN FOOD TECHNOLOGY AGRO 391 AGRICULTURAL EXPERIMENTATION

More information

The Use of Inverse Distance Weighted and Fuzzy Logic to Estimate Land Suitability by Geographic Information System in South of Iraq

The Use of Inverse Distance Weighted and Fuzzy Logic to Estimate Land Suitability by Geographic Information System in South of Iraq The Use of Inverse Distance Weighted and Fuzzy Logic to Estimate Land Suitability by Geographic Information System in South of Iraq Abdulghafour Ibrahim Hamad 1 ABSTRACT As soils considered an open system,

More information

Solving Linear Delay Volterra Integro- Differential Equations by Using Galerkin's Method with Bernstien Polynomial

Solving Linear Delay Volterra Integro- Differential Equations by Using Galerkin's Method with Bernstien Polynomial Solving Linear Delay Volterra Integro- Differential Equations by Using Galerkin's Method with Bernstien Polynomial Lahib Ibrahim Zaidan Agriculture College/Babylon University Abstract This paper present

More information

Farooq s Oratory Speechen A stylistic Study :

Farooq s Oratory Speechen A stylistic Study : أ Farooq s Oratory Speechen A stylistic Study 2012 2011 ب ج د,,,,,,,, ه - - و 1 2 3 3 4 4 4 6-5 7 8 8 10 12 23-17 ز 24 25 33-26 34 35 - - 38 44 48-36 -39-45 50-48 51 52 53 57 60 62 63 68 70 85 87 89 91

More information

Laboratory Topics 4 & 5

Laboratory Topics 4 & 5 PLS205 Lab 3 January 23, 2014 Orthogonal contrasts Class comparisons in SAS Trend analysis in SAS Multiple mean comparisons Laboratory Topics 4 & 5 Orthogonal contrasts Planned, single degree-of-freedom

More information

STAT 115:Experimental Designs

STAT 115:Experimental Designs STAT 115:Experimental Designs Josefina V. Almeda 2013 Multisample inference: Analysis of Variance 1 Learning Objectives 1. Describe Analysis of Variance (ANOVA) 2. Explain the Rationale of ANOVA 3. Compare

More information

^l,2-, 3. f 2_ ' >v., 4. b/-e. of- fee. -^3-5- I70(fa = )&*>$)

^l,2-, 3. f 2_ ' >v., 4. b/-e. of- fee. -^3-5- I70(fa = )&*>$) & ^l,2-, 3 f 2_ ' s\ >v., 4 b/-e of- fee O = )&*>$) -^3-5- I70(fa \J QQQ ~E - V-?' = f rff ^ if -j- 41 -Ofc -Ofc v OH OH ST/VT H SoJU^, 55-3 2. ^ T_ 2, _ ^ * ^3W^(M7 2. X 2.! Z. d-f- S-5- /V Z 33?> 5YJ

More information

Modelling and Simulation of a Radical Chlorination Process of 1,2-Dichloroethane

Modelling and Simulation of a Radical Chlorination Process of 1,2-Dichloroethane Damascus University Journal for BASIC SCIENCES Vol. 19, No, 003 Modelling and Simulation of a Radical Chlorination Process of 1,-Dichloroethane Marwan M. Batiha Faculty of Science, Jerash Private University,

More information

" " "The impact of Incentives on improving the performance of the Employees In the Public Sector institutions In Jordan"

  The impact of Incentives on improving the performance of the Employees In the Public Sector institutions In Jordan " " "The impact of Incentives on improving the performance of the Employees In the Public Sector institutions In Jordan" An Applied Study on the Greater Amman Municipality م 2013 ب ج د.... ه... " : (19

More information

EXST Regression Techniques Page 1. We can also test the hypothesis H :" œ 0 versus H :"

EXST Regression Techniques Page 1. We can also test the hypothesis H : œ 0 versus H : EXST704 - Regression Techniques Page 1 Using F tests instead of t-tests We can also test the hypothesis H :" œ 0 versus H :" Á 0 with an F test.! " " " F œ MSRegression MSError This test is mathematically

More information

Failure Time of System due to the Hot Electron Effect

Failure Time of System due to the Hot Electron Effect of System due to the Hot Electron Effect 1 * exresist; 2 option ls=120 ps=75 nocenter nodate; 3 title of System due to the Hot Electron Effect ; 4 * TIME = failure time (hours) of a system due to drift

More information

Behavior of Steel Plate Girders with Web Openings Loaded in Shear

Behavior of Steel Plate Girders with Web Openings Loaded in Shear Openings Loaded in Shear Dr. May J. Hamoodi Building and Construction Engineering Department, University of Technology/Baghdad Marwa S. Abdul Gabar Building and Construction Engineering Department, University

More information

Calaculations of even-even Sn isotopes using shell model in the vicinity of 100 Sn

Calaculations of even-even Sn isotopes using shell model in the vicinity of 100 Sn Journal of Babylon University/Pure and Applied Sciences/ No.(8)/ Vol.(1): 013 Calaculations of even-even 100-108 Sn isotopes using shell model in the vicinity of 100 Sn Khalid H.H. Al-Attiah Fouad A. Majeed

More information

PLS205 Lab 2 January 15, Laboratory Topic 3

PLS205 Lab 2 January 15, Laboratory Topic 3 PLS205 Lab 2 January 15, 2015 Laboratory Topic 3 General format of ANOVA in SAS Testing the assumption of homogeneity of variances by "/hovtest" by ANOVA of squared residuals Proc Power for ANOVA One-way

More information

Nucleon Momentum Distributions and Elastic Electron Scattering form Factors for some 1p-Shell Nuclei

Nucleon Momentum Distributions and Elastic Electron Scattering form Factors for some 1p-Shell Nuclei Journal of Al-Nahrain University Vol. (), September,, pp.-9 Science Nucleon Momentum Distributions and Elastic Electron Scattering form Factors for some p-shell Nuclei A.K. Hamoudi, M.A. Hassan and A.

More information

4.8 Alternate Analysis as a Oneway ANOVA

4.8 Alternate Analysis as a Oneway ANOVA 4.8 Alternate Analysis as a Oneway ANOVA Suppose we have data from a two-factor factorial design. The following method can be used to perform a multiple comparison test to compare treatment means as well

More information

FREE VIBRATION ANALYSIS OF A CANTILEVER CRACKED BEAM WITH SUBSTRUCTURE ATTACHMENT

FREE VIBRATION ANALYSIS OF A CANTILEVER CRACKED BEAM WITH SUBSTRUCTURE ATTACHMENT Anba Jounal fo Engineeing Sciences AJESVol.No. / 8 FREE VIBRATION ANAYSIS OF A CANTIEVER CRACKED BEAM WITH SUBSTRUCTURE ATTACHMENT Khaldon F. Beithe Ghalib R. Ibahim Ahmed N. Uwayed M.Sc. Mech. Engineeing

More information

FORMATIVE PERIOD LIFE OF MUHAMMAD IN THE KHALĪL ABD-UL- KARĪM. February 18, 2008 Arabic

FORMATIVE PERIOD LIFE OF MUHAMMAD IN THE KHALĪL ABD-UL- KARĪM. February 18, 2008 Arabic التكوين في حياة الص ادق الا مين فترة FORMATIVE PERIOD IN THE LIFE OF MUHAMMAD February 18, 2008 Arabic عبد الكريم خليل KHALĪL ABD-UL- KARĪM / : : : : : : : :. ......... :... :... :... :... :... :......

More information

T-test: means of Spock's judge versus all other judges 1 12:10 Wednesday, January 5, judge1 N Mean Std Dev Std Err Minimum Maximum

T-test: means of Spock's judge versus all other judges 1 12:10 Wednesday, January 5, judge1 N Mean Std Dev Std Err Minimum Maximum T-test: means of Spock's judge versus all other judges 1 The TTEST Procedure Variable: pcwomen judge1 N Mean Std Dev Std Err Minimum Maximum OTHER 37 29.4919 7.4308 1.2216 16.5000 48.9000 SPOCKS 9 14.6222

More information

11 Factors, ANOVA, and Regression: SAS versus Splus

11 Factors, ANOVA, and Regression: SAS versus Splus Adapted from P. Smith, and expanded 11 Factors, ANOVA, and Regression: SAS versus Splus Factors. A factor is a variable with finitely many values or levels which is treated as a predictor within regression-type

More information

Topic 12. The Split-plot Design and its Relatives (continued) Repeated Measures

Topic 12. The Split-plot Design and its Relatives (continued) Repeated Measures 12.1 Topic 12. The Split-plot Design and its Relatives (continued) Repeated Measures 12.9 Repeated measures analysis Sometimes researchers make multiple measurements on the same experimental unit. We have

More information

التعليمات: أجب عن جميع األسئلة

التعليمات: أجب عن جميع األسئلة Kingdom of Saudi Arabia Ministry of higher Education Al-Imam Mohammed Bin Saud Islamic University College: Science Department: Physics المملكة العربية السعودية وزارة التعليم العالي جامعة اإلمام محمد بن

More information

DESIGN, CONSTRUCTION AND TESTING OF LOW SPEED WIND TUNNEL WITH ITS MEASUREMENT AND INSPECTION DEVICES

DESIGN, CONSTRUCTION AND TESTING OF LOW SPEED WIND TUNNEL WITH ITS MEASUREMENT AND INSPECTION DEVICES ض ت Number 6 Volume 17 December 011 Journal of Engineering LOW SPEED WIND TUNNEL WITH ITS MEASUREMENT AND INSPECTION DEVICES Prof. Dr. Ihsan Y. Hussain * Asst. Lect. Maki H. Majeed * Lect. Anmar H. Ali

More information

Total Efficiency and Output Power of Nd:YAG Laser with Spatial Interaction Efficiency Factor

Total Efficiency and Output Power of Nd:YAG Laser with Spatial Interaction Efficiency Factor ---Raf. Jour. Sci., Vol.7, No. Physics, Special Issue, pp.78-87, 006--- Total Efficiency and Output Power of Nd:YAG Laser with Spatial Interaction Efficiency Factor Farouk A. Kasir Watfa K. Younis Department

More information

Preparation and Utilization of Corncob Activated Carbon for Dyes Removal from Aqueous Solutions: Batch and Continuous Study

Preparation and Utilization of Corncob Activated Carbon for Dyes Removal from Aqueous Solutions: Batch and Continuous Study Preparation and Utilization of Corncob Activated Carbon for Dyes Removal from Aqueous Solutions: Batch and Continuous Study Mohammad Abd Muslim AL- Tufaily College of Engineering, University of Babylon

More information

CARACTERISTICS OF COPPER SINGLE CRYSTAL AS A NEUTRON MONOCHROMATOR

CARACTERISTICS OF COPPER SINGLE CRYSTAL AS A NEUTRON MONOCHROMATOR Journal of Nuclear and Radiation Physics, Vol. 9, No. 1&2, pp. 33-45 CARACTERISTICS OF COPPER SINGLE CRYSTAL AS A NEUTRON MONOCHROMATOR H. N. Morcos Reactor Physics Department, NRC, AEAE, Cairo, Egypt

More information

Lecture 5: Comparing Treatment Means Montgomery: Section 3-5

Lecture 5: Comparing Treatment Means Montgomery: Section 3-5 Lecture 5: Comparing Treatment Means Montgomery: Section 3-5 Page 1 Linear Combination of Means ANOVA: y ij = µ + τ i + ɛ ij = µ i + ɛ ij Linear combination: L = c 1 µ 1 + c 1 µ 2 +...+ c a µ a = a i=1

More information

Linear Combinations. Comparison of treatment means. Bruce A Craig. Department of Statistics Purdue University. STAT 514 Topic 6 1

Linear Combinations. Comparison of treatment means. Bruce A Craig. Department of Statistics Purdue University. STAT 514 Topic 6 1 Linear Combinations Comparison of treatment means Bruce A Craig Department of Statistics Purdue University STAT 514 Topic 6 1 Linear Combinations of Means y ij = µ + τ i + ǫ ij = µ i + ǫ ij Often study

More information

Cross-Over Design Experiment (Using SAS)

Cross-Over Design Experiment (Using SAS) Cross-Over Design Experiment (Using SAS) Rita Rahmawati Department of Statistics, Diponegoro University, Semarang ABSTRACT Cross-over experiments are a special class of repeated measures experiments. Up

More information

Journal of the Islamic University of Gaza, v. 9, no. 1, p 43 - p 55, 2001

Journal of the Islamic University of Gaza, v. 9, no. 1, p 43 - p 55, 2001 Journal of the Islamic University of Gaza, v. 9, no. 1, p 43 - p 55, 2001 EFFECT OF FOOTINGS INTERACTION ON BEARING CAPACITY AND SETTLEMENT OF SANDY SOIL Mohammed A. Awad and Nasreddin S. El-Mezaini* Faculty

More information

Stiffness Matrix for Haunched Members With

Stiffness Matrix for Haunched Members With Eng. & Technology, Vol., Suppl. of No., 7 Stiffness Matrix for Haunched Mebers With Abbas AbdelMajid Allawi* Received on: /9/4 Accepted on: // Abstract This study includes the derivation of the stiffness

More information

Solution: X = , Y = = = = =

Solution: X = , Y = = = = = Q1.19) Grade point average. The director of admissions of a small college selected 120 students at random from the new freshman class in a study to determine whether a student's grade point average (OPA)

More information

N J SS W /df W N - 1

N J SS W /df W N - 1 One-Way ANOVA Source Table ANOVA MODEL: ij = µ* + α j + ε ij H 0 : µ = µ =... = µ j or H 0 : Σα j = 0 Source Sum of Squares df Mean Squares F J Between Groups nj( j * ) J - SS B /(J ) MS B /MS W = ( N

More information

Conditions and Effects for the Early Termination of the Commercial Agency

Conditions and Effects for the Early Termination of the Commercial Agency Conditions and Effects for the Early Termination of the Commercial Agency 2011 ب ج د شكر وتقدير أتقدم بجزيل الشكر والعرفان لا ستاذي القدير ومشرفي الفاضل الدآتور مهند عزمي أبو مغلي لتفضله بالا شراف على

More information

ROTATION OF LOCAL COORDINATE FOR ANALYSIS DRAWING PPROCESS OF METAL POLYGONAL SECTION BY (FEM)

ROTATION OF LOCAL COORDINATE FOR ANALYSIS DRAWING PPROCESS OF METAL POLYGONAL SECTION BY (FEM) Diyala Journal of Engineering Sciences ISSN 1999-8716 Printed in Iraq Vol. 01, No. ٠١, pp. 139-151, December 008 ROTATION OF LOCAL COORDINATE FOR ANALYSIS DRAWING PPROCESS OF METAL POLYGONAL SECTION BY

More information

Forced Convective Heat Transfer for a Rotating Horizontal Cylinders in a Laminar Cross Flow

Forced Convective Heat Transfer for a Rotating Horizontal Cylinders in a Laminar Cross Flow 0 Forced Convective Heat Transfer for a Rotating Horizontal Cylinders in a Laminar Cross Flow Dr. Ahmed K. M. Alshara Mechanical Engineering Department - College of Engineering - Basra University ABSTRACT:

More information

Abstract. The study reached some important recommendations, such as:

Abstract. The study reached some important recommendations, such as: ./Master-GE/GO -GRH /2016 قس ع و التسيير أ Abstract This study aimed at identifying the perception of workers in the waters company, about the level of organizational communication, and to identify the

More information

Topic 6. Two-way designs: Randomized Complete Block Design [ST&D Chapter 9 sections 9.1 to 9.7 (except 9.6) and section 15.8]

Topic 6. Two-way designs: Randomized Complete Block Design [ST&D Chapter 9 sections 9.1 to 9.7 (except 9.6) and section 15.8] Topic 6. Two-way designs: Randomized Complete Block Design [ST&D Chapter 9 sections 9.1 to 9.7 (except 9.6) and section 15.8] The completely randomized design Treatments are randomly assigned to e.u. such

More information

Mathematical Modeling Of Multi Component Batch Extractive Distillation

Mathematical Modeling Of Multi Component Batch Extractive Distillation Mathematical Modeling Of Multi Component Batch Extractive Distillation Dr. Zaidoon M. Shakoor* Dr. Safa A. Al-Naimi* Dr. Nada B. Al- Nakash* Received on: 30/3/2006 Accepted on: 20/5/2007 Abstract A dynamic

More information

data proc sort proc corr run proc reg run proc glm run proc glm run proc glm run proc reg CONMAIN CONINT run proc reg DUMMAIN DUMINT run proc reg

data proc sort proc corr run proc reg run proc glm run proc glm run proc glm run proc reg CONMAIN CONINT run proc reg DUMMAIN DUMINT run proc reg data one; input id Y group X; I1=0;I2=0;I3=0;if group=1 then I1=1;if group=2 then I2=1;if group=3 then I3=1; IINT1=I1*X;IINT2=I2*X;IINT3=I3*X; *************************************************************************;

More information

Residuals from regression on original data 1

Residuals from regression on original data 1 Residuals from regression on original data 1 Obs a b n i y 1 1 1 3 1 1 2 1 1 3 2 2 3 1 1 3 3 3 4 1 2 3 1 4 5 1 2 3 2 5 6 1 2 3 3 6 7 1 3 3 1 7 8 1 3 3 2 8 9 1 3 3 3 9 10 2 1 3 1 10 11 2 1 3 2 11 12 2 1

More information

All Rights Reserved - Library of University of Jordan - Center of Thesis Deposit

All Rights Reserved - Library of University of Jordan - Center of Thesis Deposit أسلوب الشرط و دلالاته في الحديث الشريف All Rights Reserved Library of University of Jordan Center of Thesis Deposit All Rights Reserved Library of University of Jordan Center of Thesis Deposit ب ج..................

More information

Microwave Irradiation Assistance and Catalyzed Hydrolytic Depolymerization Of Poly(Ethylene Terephthalate) (PET) Waste Bottles

Microwave Irradiation Assistance and Catalyzed Hydrolytic Depolymerization Of Poly(Ethylene Terephthalate) (PET) Waste Bottles Al- Mustansiriyah J. Sci Vol. 23, No 1, 2012 Microwave Irradiation Assistance and Catalyzed Hydrolytic Depolymerization f Poly(Ethylene Terephthalate) (PET) Waste Bottles Hussain I. Khalaf and mar A. Hasan

More information

International Journal of Scientific & Engineering Research, Volume 7, Issue 2, February ISSN

International Journal of Scientific & Engineering Research, Volume 7, Issue 2, February ISSN International Journal of Scientific & Engineering Research, Volume 7, Issue 2, February-2016 1528 A comparative study of dose transmission factor of ADDIBOND 65 based material used for Am-Be neutron source

More information

Received on:31/1/2012 & Accepted on:8/11/2012

Received on:31/1/2012 & Accepted on:8/11/2012 Dr. Hussein H. Karim Building and Construction Engineering Department, University of Technology/ Baghdad Email: husn_irq@yahoo.com Dr. Mahmoud R. AL-Qaissy Building and Construction Engineering Department,

More information

Journal of Babylon University/Engineering Sciences/ No.(1)/ Vol.(22): 2014

Journal of Babylon University/Engineering Sciences/ No.(1)/ Vol.(22): 2014 Inverse Flood Wave Routing Using Saint Venant Equations Mustafa Hamid Abdulwahid Kadhim Naief Kadhim Department of Civil Engineering/University of Babylon, Iraq e-mail: Mstfee@Gmail.com Altaee_Kadhim@yahoo.com

More information

LAMPIRAN. Ket. tn = tidak berbeda nyata

LAMPIRAN. Ket. tn = tidak berbeda nyata LAMPIRAN Lampiran 1.Tabel. Analisis Sidik Ragam Konsumsi ahan Kering analisis sidik ragam Sk Db JK KT Fhit Ftabel 0.05 0.01 Periode 3 4483.91 1494.63 61.23 tn 3.86 6.99 Sapi 3 15.66 5.22 0.21 tn 3.86 6.99

More information

Journal of Kerbala University, Vol. 12 No.1 Scientific. 2014

Journal of Kerbala University, Vol. 12 No.1 Scientific. 2014 WATER VAPOR EFFECT ON 3-5 μm Band THERMAL IMAGING IN KARBALA CITY تاثیر بخار الماء على التصویر الحراري في المدى (5-3 مایكرومتر) في مدینة كربلاء المقدسة FADHIL K. FULIFUL Department of Physics, College

More information

Stat 217 Final Exam. Name: May 1, 2002

Stat 217 Final Exam. Name: May 1, 2002 Stat 217 Final Exam Name: May 1, 2002 Problem 1. Three brands of batteries are under study. It is suspected that the lives (in weeks) of the three brands are different. Five batteries of each brand are

More information

Journal of Al-Nahrain University Vol.12 (3), September, 2009, pp Science CALCULATION OF THE PARAMETERS FOR ATMOSPHERIC MODEL FOR THE EARTH

Journal of Al-Nahrain University Vol.12 (3), September, 2009, pp Science CALCULATION OF THE PARAMETERS FOR ATMOSPHERIC MODEL FOR THE EARTH Jurnal f Al-Nahrain University Vl.12 (3), Setember, 29,.64-69 Science CALCULATION OF THE PARAMETERS FOR ATMOSPHERIC MODEL FOR THE EARTH Waleed I. Y., Yasser C.B., and Mhammed N. A. Deartment f Astrnmy,

More information

Study the Effect of the Sugar Solutions on the Rotation of the Plane of Polarization

Study the Effect of the Sugar Solutions on the Rotation of the Plane of Polarization Study the Effect of the Sugar Solutions on the Rotation of the Plane of Polarization Dina J. Matti eng_dinaalsaaka@yahoo.com Alnahrain Universty - College of Engineering - Laser and Optoelectronics Engineering

More information

PLS205 Lab 6 February 13, Laboratory Topic 9

PLS205 Lab 6 February 13, Laboratory Topic 9 PLS205 Lab 6 February 13, 2014 Laboratory Topic 9 A word about factorials Specifying interactions among factorial effects in SAS The relationship between factors and treatment Interpreting results of an

More information

GENOTYPIC STABILITY AND PHENOTYPIC ADAPTABILITY FOR SOME YIELD TRAITS IN SOME LONG STAPLE COTTON GENOTYPES

GENOTYPIC STABILITY AND PHENOTYPIC ADAPTABILITY FOR SOME YIELD TRAITS IN SOME LONG STAPLE COTTON GENOTYPES Egypt. J. Agric. Res., 93 (1), 2015 85 GENOTYPIC STABILITY AND PHENOTYPIC ADAPTABILITY FOR SOME YIELD TRAITS IN SOME LONG STAPLE COTTON GENOTYPES ABD ELMOGHNY, A. M. * and MARIZ S. MAX Cotton Breeding

More information

AL-AZHAR UNIVERSTY FACULTY OF ENGINEERING ELECTRICAL POWER ENGINEERING DEPARTMENT

AL-AZHAR UNIVERSTY FACULTY OF ENGINEERING ELECTRICAL POWER ENGINEERING DEPARTMENT AL-AZHAR UNIVERSTY FACULTY OF ENGINEERING ELECTRICAL POWER ENGINEERING DEPARTMENT NEURAL NETWORK FOR OPTIMAL CAPACITOR PLACEMENT AND ITS IPMACT ON POWER QUALITY IN ELECTRIC DISTRIBUTION SYSTEMS A Thesis

More information

STAT Chapter 10: Analysis of Variance

STAT Chapter 10: Analysis of Variance STAT 515 -- Chapter 10: Analysis of Variance Designed Experiment A study in which the researcher controls the levels of one or more variables to determine their effect on the variable of interest (called

More information

Outline. Topic 19 - Inference. The Cell Means Model. Estimates. Inference for Means Differences in cell means Contrasts. STAT Fall 2013

Outline. Topic 19 - Inference. The Cell Means Model. Estimates. Inference for Means Differences in cell means Contrasts. STAT Fall 2013 Topic 19 - Inference - Fall 2013 Outline Inference for Means Differences in cell means Contrasts Multiplicity Topic 19 2 The Cell Means Model Expressed numerically Y ij = µ i + ε ij where µ i is the theoretical

More information

Journal of Al-Nahrain University Vol.14 (2), June, 2011, pp Science

Journal of Al-Nahrain University Vol.14 (2), June, 2011, pp Science Densities, Refractive Indices and xcess Properties of Binary Mixtures of Acetonitrile with Benzene, Toluene, m-xylene and Mesitylene at Temperatures from ( to ) K Abeer K. Shams Department of Chemistry,

More information

ANALYSIS OF VARIANCE OF BALANCED DAIRY SCIENCE DATA USING SAS

ANALYSIS OF VARIANCE OF BALANCED DAIRY SCIENCE DATA USING SAS ANALYSIS OF VARIANCE OF BALANCED DAIRY SCIENCE DATA USING SAS Ravinder Malhotra and Vipul Sharma National Dairy Research Institute, Karnal-132001 The most common use of statistics in dairy science is testing

More information

Numerical Methods for Fractional Differential Equations

Numerical Methods for Fractional Differential Equations Numerical Methods for Fractional Differential Equations Ali Naji Shaker Directorate of Scholarships and Cultural Relations, Ministry of Higher Education and Scientific Research of Iraq alinaji@scrdiraq.gov.iq

More information

Biological Applications of ANOVA - Examples and Readings

Biological Applications of ANOVA - Examples and Readings BIO 575 Biological Applications of ANOVA - Winter Quarter 2010 Page 1 ANOVA Pac Biological Applications of ANOVA - Examples and Readings One-factor Model I (Fixed Effects) This is the same example for

More information

BLOCK DESIGNS WITH FACTORIAL STRUCTURE

BLOCK DESIGNS WITH FACTORIAL STRUCTURE BLOCK DESIGNS WITH ACTORIAL STRUCTURE V.K. Gupta and Rajender Parsad I.A.S.R.I., Library Avenue, New Delhi - 0 0 The purpose of this talk is to expose the participants to the interesting work on block

More information

POST-BUCKLING STRENGTH OF BATTENED COLUMNS BUILT FROM COLD-FORMED LIPPED CHANNELS

POST-BUCKLING STRENGTH OF BATTENED COLUMNS BUILT FROM COLD-FORMED LIPPED CHANNELS Emirates Journal for Engineering Research, 9 (), 117-15 (4) (Regular Paper) POST-BUCKLING STRENGTH OF BATTENED COLUMNS BUILT FROM COLD-FORMED LIPPED CHANNELS A. H. SALEM, M. A. EL AGHOURY, S. K. HASSAN

More information

Introduction to Design and Analysis of Experiments with the SAS System (Stat 7010 Lecture Notes)

Introduction to Design and Analysis of Experiments with the SAS System (Stat 7010 Lecture Notes) Introduction to Design and Analysis of Experiments with the SAS System (Stat 7010 Lecture Notes) Asheber Abebe Discrete and Statistical Sciences Auburn University Contents 1 Completely Randomized Design

More information

Linear models Analysis of Covariance

Linear models Analysis of Covariance Esben Budtz-Jørgensen April 22, 2008 Linear models Analysis of Covariance Confounding Interactions Parameterizations Analysis of Covariance group comparisons can become biased if an important predictor

More information

لالنضمام لمجموعات محمد ندا ( أبو يوسف )

لالنضمام لمجموعات محمد ندا ( أبو يوسف ) لالنضمام لمجموعات محمد ندا ( أبو يوسف ) ثالث محاضرات اسبوعيا مذكرات شرح و اختبارات سابقة مع ترجمة المصطلحات الرياضية خبرة عالية بالمنهج و شرحه و خبرة بأسئلة االختبارات شرح أكبر قدر من األسئلة لزيادة مهارة

More information

Journal of Babylon University/Pure and Applied Sciences/ No.(5)/ Vol.(20): 2012

Journal of Babylon University/Pure and Applied Sciences/ No.(5)/ Vol.(20): 2012 Turn-on Dynamic with Nonlinear Carriers Scattering Rates in InAs/GaAs QD Lasers R. M. Hassan, C. A. Emshary S. I. Easa Dept. of Physics, College of Education, University of Basrah. Abstract Based on the

More information

Investigate the efficiency of Proposed Techniques To Improve Area Calculation Using Simpson And Trapezoidal Rules

Investigate the efficiency of Proposed Techniques To Improve Area Calculation Using Simpson And Trapezoidal Rules Investigate the efficiency of Proposed Techniques To Improve Area Calculation Using Simpson And Raga KHALIL, Egypt Key words: Area calculation; Simpson s rule; Trapezoidal rule; Circular segment; Paraola.

More information

CHAPTER 4 Analysis of Variance. One-way ANOVA Two-way ANOVA i) Two way ANOVA without replication ii) Two way ANOVA with replication

CHAPTER 4 Analysis of Variance. One-way ANOVA Two-way ANOVA i) Two way ANOVA without replication ii) Two way ANOVA with replication CHAPTER 4 Analysis of Variance One-way ANOVA Two-way ANOVA i) Two way ANOVA without replication ii) Two way ANOVA with replication 1 Introduction In this chapter, expand the idea of hypothesis tests. We

More information

APPLICATION OF TERRAIN CORRECTION FOR MICROGRAVITY DATA

APPLICATION OF TERRAIN CORRECTION FOR MICROGRAVITY DATA Iraqi Bulletin of Geology and Mining Vol.4, o.2, 2008 p 43 50 APPLICATIO OF TERRAI CORRECTIO FOR MICROGRAVITY DATA Samir R. Hijab * Received: 28/ 8/ 2007, Accepted: 3/ 7/ 2008 ABSTRACT Microgravity measurements

More information

Multicollinearity Exercise

Multicollinearity Exercise Multicollinearity Exercise Use the attached SAS output to answer the questions. [OPTIONAL: Copy the SAS program below into the SAS editor window and run it.] You do not need to submit any output, so there

More information

Linear models Analysis of Covariance

Linear models Analysis of Covariance Esben Budtz-Jørgensen November 20, 2007 Linear models Analysis of Covariance Confounding Interactions Parameterizations Analysis of Covariance group comparisons can become biased if an important predictor

More information

PREDICTION OF CARRY- OVER COEFFICIENT FOR FLUID FLOW THROUGH TEETH ON ROTOR LABYRINTH SEALS USING COMPUTATIONAL FLUID DYNAMICS

PREDICTION OF CARRY- OVER COEFFICIENT FOR FLUID FLOW THROUGH TEETH ON ROTOR LABYRINTH SEALS USING COMPUTATIONAL FLUID DYNAMICS P (Assit.Prof) The Iraqi Journal For Mechanical And Material Engineering, Vol.14, No3, 2014 PREDICTION OF CARRY- OVER COEFFICIENT FOR FLUID FLOW THROUGH TEETH ON ROTOR LABYRINTH SEALS USING COMPUTATIONAL

More information

Topic 13. Analysis of Covariance (ANCOVA) [ST&D chapter 17] 13.1 Introduction Review of regression concepts

Topic 13. Analysis of Covariance (ANCOVA) [ST&D chapter 17] 13.1 Introduction Review of regression concepts Topic 13. Analysis of Covariance (ANCOVA) [ST&D chapter 17] 13.1 Introduction The analysis of covariance (ANCOVA) is a technique that is occasionally useful for improving the precision of an experiment.

More information

Statistical and Physical Study of Different Morphological Types of Planetary Nebulae

Statistical and Physical Study of Different Morphological Types of Planetary Nebulae Statistical and Physical Study of Different Morphological Types of Planetary Nebulae By Norah Mutab Al-Dosary A thesis submitted for the requirements of the degree of Master of Science (Astronomy/ Astrophysics)

More information

الخطة السنوية لمادة الفيزياء للعام األكاديمي 2015

الخطة السنوية لمادة الفيزياء للعام األكاديمي 2015 الخطة السنوية لمادة الفيزياء للعام األكاديمي 205 مدرسة : الجاذبية والحركة الدائرية الحركة االهتزازية الكهربية الساكنة الفصل الدراسي األول العناوين الفرعية للوحدة الموقع في مخططات العمل وقت الكلي 507 5

More information

Repeated Measures Part 2: Cartoon data

Repeated Measures Part 2: Cartoon data Repeated Measures Part 2: Cartoon data /*********************** cartoonglm.sas ******************/ options linesize=79 noovp formdlim='_'; title 'Cartoon Data: STA442/1008 F 2005'; proc format; /* value

More information

Biographical Art in Ayyoubi Literature. Al Ectibar Asexample

Biographical Art in Ayyoubi Literature. Al Ectibar Asexample Biographical Art in Ayyoubi Literature Al Ectibar Asexample 2011-2010 ب ج د ه الا هداء و - 1 2 2 3 3 4 5 5 9-6 22-10 35-23 36 42-37 43-40 55-44 ز 62-56 63 70-64 74-70 80-75 93-81 94 102-95 104-103 ( )

More information

Lecture 3: Inference in SLR

Lecture 3: Inference in SLR Lecture 3: Inference in SLR STAT 51 Spring 011 Background Reading KNNL:.1.6 3-1 Topic Overview This topic will cover: Review of hypothesis testing Inference about 1 Inference about 0 Confidence Intervals

More information

FACTORIALS. Advantages: efficiency & analysis of interactions. Missing data. Predicted EMS Special F tests Satterthwaite linear combination of MS

FACTORIALS. Advantages: efficiency & analysis of interactions. Missing data. Predicted EMS Special F tests Satterthwaite linear combination of MS FACTORIALS Advantages: efficiency & analysis of interactions PROBLEM Random or mixed trt. New sources of variance Complex EMS and F tests SOLUTION Predicted EMS Special F tests Satterthwaite linear combination

More information

2 >1. That is, a parallel study design will require

2 >1. That is, a parallel study design will require Cross Over Design Cross over design is commonly used in various type of research for its unique feature of accounting for within subject variability. For studies with short length of treatment time, illness

More information

The Role of Second Legislative Council in the Jordanian legislative process

The Role of Second Legislative Council in the Jordanian legislative process The Role of Second Legislative Council in the Jordanian legislative process / 204 ب نموذج التفويض. ج قرار لجنة المناقشة " 204 //7 " د {ر ب أ و ز ع ن ي أ ن أ ش ك ر ن ع م ت ك ال ت ي أ ن ع م ت ع ل ي و ع ل

More information

SAS Program Part 1: proc import datafile="y:\iowa_classes\stat_5201_design\examples\2-23_drillspeed_feed\mont_5-7.csv" out=ds dbms=csv replace; run;

SAS Program Part 1: proc import datafile=y:\iowa_classes\stat_5201_design\examples\2-23_drillspeed_feed\mont_5-7.csv out=ds dbms=csv replace; run; STAT:5201 Applied Statistic II (two-way ANOVA with contrasts Two-Factor experiment Drill Speed: 125 and 200 Feed Rate: 0.02, 0.03, 0.05, 0.06 Response: Force All 16 runs were done in random order. This

More information

Analysis of Covariance

Analysis of Covariance Analysis of Covariance (ANCOVA) Bruce A Craig Department of Statistics Purdue University STAT 514 Topic 10 1 When to Use ANCOVA In experiment, there is a nuisance factor x that is 1 Correlated with y 2

More information

Journal of Babylon University/Engineering Sciences/ No.(3)/ Vol.(24): 2016

Journal of Babylon University/Engineering Sciences/ No.(3)/ Vol.(24): 2016 Effect of Graphite on the Properties of Natural Rubber Auda jabber Braihi Jaleel K. Ahmed Babylon University, College of Materials Engineering, Polymer and Petrochemical auda_1964@yahoo.com jaleel_karim@yahoo.com

More information

Artificial Neural Networks Approach to Time Series Forecasting for Electricity Consumption in Gaza Strip

Artificial Neural Networks Approach to Time Series Forecasting for Electricity Consumption in Gaza Strip IUG Journal of Natural and Engineering Studies Vol.21, No.2, pp 1-22 2013, ISSN 1726-6807, http://www.iugaza.edu.ps/ar/periodical/ Artificial Neural Networks Approach to Time Series Forecasting for Electricity

More information

A PROPOSED ESTIMATOR FOR A DIRECT TORQUE CONTROL OF INDUCTION MOTOR BY USING RADIAL BASIS FUNCTION NEURAL NETWORK TECHNIQUE

A PROPOSED ESTIMATOR FOR A DIRECT TORQUE CONTROL OF INDUCTION MOTOR BY USING RADIAL BASIS FUNCTION NEURAL NETWORK TECHNIQUE Diyala Jounal of Engineeing Sciences ISSN 1999-8716 Pinted in Iaq Vol. 04, No. 02, pp. 72-85, Decembe 2011 A PROPOSED ESTIMATOR FOR A DIRECT TORQUE CONTROL OF INDUCTION MOTOR BY USING RADIAL BASIS FUNCTION

More information

Hydrogenation of Nitrobenzene in Trickle Bed Reactor over Ni/Sio 2 Catalyst

Hydrogenation of Nitrobenzene in Trickle Bed Reactor over Ni/Sio 2 Catalyst Hydrogenation of Nitrobenzene in Trickle Bed Reactor over Ni/Sio 2 Catalyst ABSTRACT Majid I. Abdulwahab Chemical Engineering Department College of Engineering University of Baghdad E-mail: majid.abdulwahab@yahoo.co.uk

More information

Lecture 4. Random Effects in Completely Randomized Design

Lecture 4. Random Effects in Completely Randomized Design Lecture 4. Random Effects in Completely Randomized Design Montgomery: 3.9, 13.1 and 13.7 1 Lecture 4 Page 1 Random Effects vs Fixed Effects Consider factor with numerous possible levels Want to draw inference

More information

- Prefix 'audi', 'photo' and 'phobia' - What's striped and bouncy? A zebra on a trampoline!

- Prefix 'audi', 'photo' and 'phobia' - What's striped and bouncy? A zebra on a trampoline! - Pf '', '' '' - Nm: Ws 11 D: W's s y? A m! A m f s s f ws. Ts ws. T ws y ( ss), y ( w) y (fm ). W y f, w. s m y m y m w q y q s q m w s k s w q w s y m s m m m y s s y y www.s..k s.s 2013 s www.sss.m

More information

Images Segmentation Based on Fast Otsu Method Implementing on Various Edge Detection Operators

Images Segmentation Based on Fast Otsu Method Implementing on Various Edge Detection Operators Images Segmentation Based on Fast Method Implementing on Various Edge Detection Operators Hameed M. Abdul jabar Amal J. Hatem Taghreed A. Naji Dept. of Physics, College of Education for Pure Science Ibn

More information

Deformation Characteristics of Base and Subbase Layers under Monotonic & Cyclic Loading

Deformation Characteristics of Base and Subbase Layers under Monotonic & Cyclic Loading Eng. &Tech. Journal, Vol.31, Part (A), No.16, 2013 Deformation Characteristics of Base and Subbase Layers under Monotonic Omar Abbas AL-Azzawi Building & Construction Engineering Department, University

More information

Lec 5: Factorial Experiment

Lec 5: Factorial Experiment November 21, 2011 Example Study of the battery life vs the factors temperatures and types of material. A: Types of material, 3 levels. B: Temperatures, 3 levels. Example Study of the battery life vs the

More information

IES 612/STA 4-573/STA Winter 2008 Week 1--IES 612-STA STA doc

IES 612/STA 4-573/STA Winter 2008 Week 1--IES 612-STA STA doc IES 612/STA 4-573/STA 4-576 Winter 2008 Week 1--IES 612-STA 4-573-STA 4-576.doc Review Notes: [OL] = Ott & Longnecker Statistical Methods and Data Analysis, 5 th edition. [Handouts based on notes prepared

More information

Reference: Chapter 14 of Montgomery (8e)

Reference: Chapter 14 of Montgomery (8e) Reference: Chapter 14 of Montgomery (8e) 99 Maghsoodloo The Stage Nested Designs So far emphasis has been placed on factorial experiments where all factors are crossed (i.e., it is possible to study the

More information

SERIES UNIVERSAL AC GENERATOR: THEORY, OPERATION AND ANALYSIS

SERIES UNIVERSAL AC GENERATOR: THEORY, OPERATION AND ANALYSIS SERIES UNIVERSA AC GENERATOR: THEORY, OPERATION AND ANAYSIS Ass. Prof. Yasser G. Dessouky Department of Electrical and Control Engineering Arab Academy for Science and Technology Miami, Alexandria, P.O.

More information

ST Correlation and Regression

ST Correlation and Regression Chapter 5 ST 370 - Correlation and Regression Readings: Chapter 11.1-11.4, 11.7.2-11.8, Chapter 12.1-12.2 Recap: So far we ve learned: Why we want a random sample and how to achieve it (Sampling Scheme)

More information