Lectures of the Teaching Staff of the Statistics Department

Phd’s Lectures – Second semester

Lecture-1 /Philosophical Point of View

Lecture-2 / Experiments and Data

Lecture-3 / Principles of Experimental Design

Lecture-4 / Analysis of Variance: ANOVA

Lecture-5 / Fixed v.s. Random Designs Cross v.s. Nested Designs

Lecture-6 / Basic Experimental Designs

master’ Lectures – first semester

Lesson-1-Transformation

Lesson-2-Truncation

Lesson-3-Order Statistics

Lesson-4-Joint Distribution

Lesson-5-Marginal Distribution

Lesson-6-Conditional Distribution

Lesson-7-Covariance

Lesson-8-Dist. of Two Variables

third Grade Lectures

Mathematical statistics

Lecture-1-Events & Probability                                   Lecture-6-Binomial Distribution

Lecture-2-Random Variable                                        Lecture-7-Poisson Distribution

Lecture-3-Cumulative Distribution Function         Lecture-8-Continuous Uniform Distribution

Lecture-4-Mathematical Expectation                       Lecture-9-Normal Distribution

Lecture-5-The Moment Generating Function        Lecture-10-Gamma Distribution

Multivariate Analysis

Lecture-1-Matrix Algebra       Lecture-2-Linear Algebra

Lecture-3-Linear independent vectors       Lecture-4-Linear Algebra

Lecture-5-Characteristic roots & characteristic vectors of a matrix       Lecture-6-Partitioned Matrices

Lecture-7-Differentiation with Vectors and Matrices       Lecture-8-Determination of Maxima and Minima Maximization (Q.F.)

Lecture-9-Multivariate Normal Distribution (MVN)       Lecture-10-Some Characteristic Multivariate Normal Distribution

Dr. Munaf Yousif Lect. 1 Smoothing Tech

Phd. statistics / Fuzzy statistics

Fuzzy Statistics Ch1

Fuzzy Statistics Ch2_A fuzzy number

Fuzzy Statistics Ch4_Estimate M, Variance Unknown

Fuzzy Statistics Ch5_Estimate p, Binomial Population

Fuzzy Statistics Ch6_Estimate Variance from a Normal Population

Fuzzy Statistics Ch7-9_Estimate M1-M2

Fuzzy Statistics Ch10-11 – Estimate P1- P2

Fuzzy Statistics Ch21-Fuzzy Regression -when input data are fuzzy

Statistics Diploma / Geographic information systems

ArcGIS Layer properties Join & Relates

ArcGIS Layer properties Symbology

ArcGIS Tables Properties

ArcGIS Maps

ArcGIS Selection

CHAPTER-One-Introduction To Probability Theory

Chapter-Three-Continuous Distributions

Lecture-1-Indefinite Integral       Lecture-2-Integration by Using Long Polynomial Division

Lecture-3-Integrals involving Trigonometric Functions         Lecture-4-Integration by Substitution

Lecture-5-Integration Using Trigonometric Identities         Lecture-6-Methods of Integration

Lecture-7-Definite Integral        Lecture-8-Area Under a Curve

Lecture-9-Area between curves       Lecture-10-Double Integrals