Course Notes and GPT Instructions

Chapter Guided Notes

ChapterTopicsGuided Notes PDF
1Data and Sample DesignChapter 1
2Data VisualizationChapter 2
3Descriptive StatisticsChapter 3
6Normal DistributionChapter 6
7One-Sample Inference Confidence IntervalsChapter 7
8One-Sample Inference Hypothesis TestingChapter 8
9Two-Sample Inference Confidence Intervals and Hypothesis TestingChapter 9
10Simple and Multiple Linear RegressionChapter 10
11Goodness-of-fit and Chi-Square Test of IndependenceChapter 11

Chapter 1-Data Collection, Sampling Methods, Experiments

LectureTopicsCourse NotesGPT Instructions
1Data-What is it and how do we organize itCourse Notes
GPT Instructions
2Types of VariablesCourse Notes
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3Parameter; Statistic; Population; Sample
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4Observational Studies and ExperimentsCourse Notes
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5Explanatory and Response Variables; Experiments
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6Experiments Continued
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7Types of Sampling MethodsCourse Notes
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Chapter 2-Show Me the Data

LectureTopicsCourse NotesGPT Instructions
1Histograms; Graphs for One Categorical VariablesCourse Notes
GPT Instructions
2Two-way tables; Bar graphsCourse Notes
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Chapter 3-Descriptive Statistics

LectureTopicsCourse NotesGPT Instructions
1Measures of Center: Distribution Shapes: ResistanceCourse Notes
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2Measures of VariationCourse Notes
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3Relative Standing and Boxplots; OutliersCourse Notes
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Chapter 6-Normal Distribution

LectureTopicsCourse NotesGPT Instructions
1Density Curves; Histogram; SImulationCourse Notes
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2Standardizing a valueCourse Notes
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3Normal Distribution and ApplicationsCourse Notes
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Chapter 7-One Parameter Inference-Confidence Intervals

LectureTopicsCourse NotesGPT Instructions
1Sampling Distribution of a sample proportionCourse Notes
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2Confidence Interval for a proportionCourse Notes
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3Confidence Interval for a proportion
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4Confidence interval for a proportion; Sample SizeCourse Notes
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5Confidence Interval for a meanCourse Notes
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6Additional ProblemsCourse Notes
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Chapter 8-One Parameter Hypothesis Testing

LectureTopicsCourse NotesGPT Instructions
1Tea Lady Example using SimulationCourse Notes
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2Hypothesis Test One ProportionCourse Notes
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3More Hypothesis Test One ProportionCourse Notes
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4Relationship between Hypothesis Test and Confidence IntervalsCourse Notes
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5Hypothesis Test One MeanCourse Notes
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6Errors; Practical SignificanceCourse Notes
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7Additional ProblemsCourse Notes
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Chapter 9-Two-sample Inference

LectureTopicsCourse NotesGPT Instructions
1Two-sample proportion confidence intervalsCourse Notes
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2Two-sample proportion hypothesis testing
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3Two-sample proportion hypothesis testing
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4Two-sample mean proceduresCourse Notes
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5Additional ProblemsCourse Notes
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Chapter 10-Linear Regression

LectureTopicsCourse NotesGPT Instructions
1Scatterplots; Correlation CoefficientCourse NotesGPT Instructions
2Fitting a Regression LineCourse Notes
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3Least Squares Regression; ExtrapolationCourse Notes
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4Rsq; Regression Coefficient SignificanceCourse Notes
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5Multiple Linear RegressionCourse Notes
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6Finding a Simpler ModelCourse Notes
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Chapter 11-Goodness of Fit and Chi-Square Test of Independence

LectureTopicsCourse NotesGPT Instuctions
1Goodness of Fit TestsCourse Notes
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2GOF Standardized ResidualsCourse Notes
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3Chi-Square Tests of IndependenceCourse Notes
GPT Instructions