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

LectureTopicsGPT Instructions
1Data-What is it and how do we organize itGPT Instructions
2Types of VariablesGPT Instructions
3Parameter; Statistic; Population; Sample
GPT Instructions
4Observational Studies and ExperimentsGPT Instructions
5Explanatory and Response Variables; Experiments
GPT Instructions
6Experiments Continued
GPT Instructions
7Types of Sampling MethodsGPT Instructions

Chapter 2-Show Me the Data

LectureTopicsGPT Instructions
1Histograms; Graphs for One Categorical VariablesGPT Instructions
2Two-way tables; Bar graphsGPT Instructions

Chapter 3-Descriptive Statistics

LectureTopicsGPT Instructions
1Measures of Center: Distribution Shapes: ResistanceGPT Instructions
2Measures of VariationGPT Instructions
3Relative Standing and Boxplots; OutliersGPT Instructions

Chapter 6-Normal Distribution

LectureTopicsGPT Instructions
1Density Curves; Histogram; SImulationGPT Instructions
2Standardizing a valueGPT Instructions
3Normal Distribution and ApplicationsGPT Instructions

Chapter 7-One Parameter Inference-Confidence Intervals

LectureTopicsGPT Instructions
1Sampling Distribution of a sample proportionGPT Instructions
2Confidence Interval for a proportionGPT Instructions
3Confidence Interval for a proportion
GPT Instructions
4Confidence interval for a proportion; Sample SizeGPT Instructions
5Sample Size for a proportionGPT Instructions
6Confidence Interval for a meanGPT Instructions
7Additional ProblemsGPT Instructions

Chapter 8-One Parameter Hypothesis Testing

LectureTopicsGPT Instructions
1Tea Lady Example using SimulationGPT Instructions
2Hypothesis Test One ProportionGPT Instructions
3More Hypothesis Test One ProportionGPT Instructions
4Relationship between Hypothesis Test and Confidence IntervalsGPT Instructions
5Hypothesis Test One MeanGPT Instructions
6Errors; Practical SignificanceGPT Instructions
7Additional ProblemsGPT Instructions

Chapter 9-Two-sample Inference

LectureTopicsGPT Instructions
1Two-sample proportion confidence intervalsGPT Instructions
2Two-sample proportion hypothesis testingGPT Instructions
3Two-sample proportion hypothesis testing
GPT Instructions
4Two-sample mean proceduresGPT Instructions
5Additional ProblemsGPT Instructions

Chapter 10-Linear Regression

LectureTopicsGPT Instructions
1Scatterplots; Correlation CoefficientGPT Instructions
2Fitting a Regression LineGPT Instructions
3Least Squares Regression; ExtrapolationGPT Instructions
4Rsq; Regression Coefficient SignificanceGPT Instructions
5Multiple Linear RegressionGPT Instructions
6Finding a Simpler ModelGPT Instructions

Chapter 11-Goodness of Fit and Chi-Square Test of Independence

LectureTopicsGPT Instuctions
1Goodness of Fit TestsGPT Instructions
2GOF Standardized ResidualsGPT Instructions
3Chi-Square Tests of IndependenceGPT Instructions