Dr. Mohammad Arashi

Professor

  • About me
  • Publications
  • Teaching
  • Theses
  • Books

Topic Description

Topic Description
# Topic Description Syllabus
1 Key Statistical Concepts
2 Descriptive Statistics
3 Graphical Descriptive Techniques
4 Numerical Descriptive Techniques
5 Tendencies
6 Data Collection And Sampling
7 Probability
8 Conditional Probability
9 Bayes’s Law
10 Random Variables
11 Characteristics
12 Discrete Probability Distributions
13 Discrete Probability Distributions
14 Midterm Exam
15 Continuous Probability Distributions
16 Continuous Probability Distributions
17 Sampling Distribution of the Mean
18 Sampling Distribution of a Proportion
19 Sampling Distribution of a Proportion
20 Concepts of Estimation
21 MLE and MME
22 Introduction to Hypothesis Testing
23 Testing the Population Mean
24 P-value
25 Testing the Variance
26 Chi-Squared Goodness-of-Fit Test
27 Confidence Intervals
28 Confidence Intervals
29 Confidence Intervals
30 Simple Linear Regression and Correlation
31 Simple Linear Regression and Correlation