Math 2.0

Resources / course

Introduction to Statistics 1VT562QWAW

URIm2://res/1VT562QWAW
Kindcourse
CreatorsSameen Naqvi (instructor)
Date2025-03-19
Scopein

Expressions

e1: edition

Languageen
Date2025-03-19
Contents
  • part 1: week-01
  • session 1: Types of variables
  • session 2: Types of studies
  • session 3: Types of sampling strategies
  • session 4: Python Session 1
  • session 5: Python Session 2
  • part 2: week-02
  • session 6: "Summary measures of categorical and numerical variables"
  • session 7: Measures of Dispersion
  • session 8: Measures of Skewness
  • session 9: Python Session 3
  • session 10: Python Session 4
  • part 3: week-03
  • session 11: Visualizing categorical and numerical data
  • session 12: Visualizing numerical data
  • session 13: Python Session 5
  • session 14: Python Session 6
  • session 15: Python Session 7
  • part 4: week-04
  • session 16: Sampling distribution of sample mean
  • session 17: Central Limit Theorem
  • session 18: "Sampling distribution of sample variance and proportion"
  • session 19: Python Session 8
  • session 20: Python Session 9
  • part 5: week-05
  • session 21: Sampling distribution of difference of sample means - Part 1
  • session 22: Sampling distribution of difference of sample means - Part 2
  • session 23: Sampling distribution of ratio of sample variances and difference of sample proportions
  • session 24: Python - Session 10
  • session 25: Python - Session 11
  • part 6: week-06
  • session 26: Point estimation - Part 1
  • session 27: Point estimation - Part 2
  • session 28: Point estimation - Part 3
  • session 29: Python - Session 12
  • session 30: Python - Session 13
  • part 7: week-07
  • session 31: Unbiased estimation
  • session 32: EM algorithm - Part 1
  • session 33: EM algorithm - Part 2
  • session 34: Python - Session 14
  • session 35: Python - Session 15
  • part 8: week-08
  • session 36: Hypothesis Testing - Part 1
  • session 37: Hypothesis Testing - Part 2
  • session 38: Hypothesis Testing - Part 3
  • session 39: Python - Session 16
  • session 40: Python - Session 17
  • part 9: week-09
  • session 41: Hypothesis Testing for two sample problem - Part 1
  • session 42: Hypothesis Testing for two sample problem - Part 2
  • session 43: Hypothesis Testing for two sample problem - Part 3
  • session 44: Python - Session 18
  • session 45: Python - Session 19
  • part 10: week-10
  • session 46: Bootstrap Hypothesis Testing - Part 1
  • session 47: Python - Session 20
  • session 48: Python - Session 21
  • session 49: Bootstrap Hypothesis Testing - Part 2
  • session 50: Python - Session 22
  • part 11: week-11
  • session 51: Confidence Interval Estimation - Part 1
  • session 52: Confidence Interval Estimation - Part 2
  • session 53: Confidence Interval Estimation - Part 3
  • session 54: Python - Session 23
  • session 55: Python - Session 24
  • part 12: week-12
  • session 56: Confidence interval for two sample problem
  • session 57: Python - Session 25
  • session 58: Bootstrap Confidence Interval
  • session 59: Python - Session 26
  • session 60: Python - Session 27

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