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Week 1
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Descriptive Statistics (3717:
Chapters 1 and 2; 3743: 1.1, 3.1, 6.1)
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Introduction,
Statistical Charts & Tables
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·
Basis
Terms, Summary Tables & Graphs (from slide 10) [59:17]
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Bivariate
Analysis & Others [30:26]
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Descriptive
Measures (Class
Lecture Note with additional Material)
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Descriptive
Measures [44:57]
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More on Measure
of Center/Spread Boxplot [43:34]
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Probability (3717: 3.1 -
3.9; 3743: 1.1 - 1.3)
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Download
Lecture Notes - Intro. to Probability
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·
Basic
Probability Concepts [48:30]
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Properties
of Probability [52:47]
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Methods
of Enumeration [44:03]
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Conditional
Probability [44:40]
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Bayes
Theorem [44:10]
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Week 2
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Probability (3717:4.1 -
4.6; 3743: 2.1 - 2.3)
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Download
Lecture Note - Discrete Distribution-1 (3717/3743)
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·
Discrete Random
Variable [45:36]
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Mathematical
Expectation [48:02]
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Mean and Variance
of Discrete Random Variable
[44:27]
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Download
Lecture Notes - Discrete Distributions (3717: 4.1 - 4.5)
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Exam
1 Practice Problems (Answers)
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Week 3
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A Continuous Distribution
- Normal Distribution (5.3, 5.4)
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Download
Lecture Note - Normal Distribution
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Normal
Distribution 1 [18:53]
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Normal
Distribution 2 [46:20]
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·
Probability
Distribution of Sample Statistics [43:44]
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Sampling
Distribution of Mean and Normal Approximation to Binomial Distribution [18:41]
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Download Lecture Note - Confidence
Interval Estimation (6, 7.1 - 7.3)
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·
Introduction
to Confidence Interval Estimation [26:04]
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Confidence
Interval for a mean (z) [46:56]
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Confidence
Interval Estimate for a mean(t)/Confidence Interval for a Proportion
[47:33]
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Exam 2 Practice Problems (Answers)
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Exam 2
Answers
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Week 4
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Hypothesis Testing for the
Mean of a Population (8.1 - 8.4)
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Download
Lecture Notes - Hypothesis Testing
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Download
Lecture Notes - Sample Size Determination
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Comparing Two Means and
Inference on Proportions
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Download
Lecture Notes - Comparison of Two Means (9.1 - 9.3)
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Inference on Proportions
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Download
Lecture Notes - Inference on Proportions (7.4, 9.4)
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Linear Correlation and
Regression (Chapter 11)
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Download
Lecture Notes - Correlation and Regression
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Exam 3 Practice Problems (Answers)
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Week 5, 6:
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Contingency Tables and
Multiple 2x2 Contingency Tables (13.3)
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Download
Lecture Notes for Goodness of Fit (13.2)
Download
Lecture Notes for Contingency Table (13.3)
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Download
Lecture Notes for - Contingency Tables Analysis
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STAT 3717
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Analysis
of Variance, Multiple Regression, and Nonparametric Methods
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Download
Lecture Notes - Analysis of Variance (Chapter
10)
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Download
Lecture Notes - Multiple Regression (Chapter
12)
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Download
Lecture Notes - Nonparametric Methods (Chapter
14)
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STAT 3743
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Discrete Distributions
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Download
Lecture Notes - Discrete
Distribution-1
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·
Discrete
Random Variable [45:36]
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·
Mathematical
Expectation [48:02]
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·
Mean and
Variance of Discrete Random Variable
[44:27]
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Download
Lecture Notes - Discrete
Distribution-2
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·
Bernoulli
and Binomial Distribution [44:21]
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Moment
Generating Function [55:39]
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Negative Binomial, Geometric, and
Poisson Distribution [45:04]
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Independent
Events and Review of Discrete Distributions [39:35]
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Download
Lecture Notes - Review
Exercise
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o Review
Exercise & Answers [41:38]
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Continuous Distributions
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Download
Lecture Notes - Continuous
Distribution
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·
Continuous
Distributions [41:18]
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·
More
on Continuous Distributions [46:50]
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·
Uniform,
Exponential and Gamma Distributions
[43:41]
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Inverse
CDF Method and Random Number Generation [17:14]
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