Statistical Methods ECN5052 L, Kalybay Aigerim

Topic outline

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  General

  • Announcements Forum
  • Syllabus File
  • Textbook File
  • Questions Forum

    Dear students,

    You may ask your question here and I will answer it within the next few days.

    
    

  • Zoom link URL
  • Tables Folder
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  Week 1

  • Lecture#1: Statistics, Data, Statistical Thinking, Methods for Describing URL
  • Exercises#1 File
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  Week 2

  • Lecture#2: Sets of Data URL
  • Exercises#2 File
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  Week 3

  • Lecture#3: Probability URL
  • Exercises#3 File
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  Week 4

  • Lecture#4: Distributions for Discrete Random Variables URL
  • Exercises#4 File
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  Week 5

  • Lecture#5: Probability Distributions for Continuous Random Variables URL
  • Exercises#5 File
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  Week 6

  • Lecture#6: Sampling Distributions and the Central Limit Theorem URL
  • Exercises#6 File
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  Week 7

  • Lecture#7: Estimation with Confidence Intervals and Tests of Hypotheses URL
  • Exercises#7 File
  • Key ideas: Confidence Interval and Test of Hypothesis File
  • Commonly Used Values File
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  Week 8

  • Lecture#8: Confidence Interval and Test of Hypothesis about a Population Mean: Student’s t-Statistic URL
  • Exercises#8 File
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  Week 9: Mid-term break

  
  
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  Week 10

  • Lecture#9: Inferences Based on a Single Sample: Population Proportion and Population Variance URL
  • Exercises#9 File
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  Week 11

  • Lecture#10: Inferences Based on Two Samples URL
  • Exercises#10 File
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  Week 12

  • Lecture#11: Comparing Two Population Proportions and Two Population Variances URL
  • Exercises#11 File
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  Week 13

  • Lecture# 12: Simple Linear Regression URL
  • Exercises#12 File
  • Key ideas: Simple Linear Regression File
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  Week 14

  • Lecture#13: Time Series: Descriptive Analyses, Models, & Forecasting URL
  • Exercises#13 File
  • Key ideas: Time Series File
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  Week 15

  • Lecture#14: Categorical Data Analysis URL
  • Exercises#14 File
  • Key ideas: Contingency Tables File
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  Week 16