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Summer Camp: AP Statistics Prep
AI Code Academy
Popular
Average rating:4.7Number of reviews:(1,575)
This course covers a Comprehensive Review on AP Statistics with 9 Practice Tests + Online Practice using Barron's Test Prep
Class experience
US Grade 9 - 12
This Advanced course is meticulously crafted to align with all nine units and exam formats outlined in the latest AP Statistics course and exam description. Dive deep into each concept through engaging lessons paired with practice quizzes, ensuring full comprehension. The fifth lesson marks the beginning of exam preparation, where students will take their first AP practice test. As the course culminates in the tenth and final lesson, students will embark on a comprehensive review, culminating...
10 lessons//2 Weeks
Week 1Lesson 1One-Variable Dataa. Categorical Variables b. Quantitative Variables and their Distributions c. Summary Statistics d. Comparing Quantitative Variable Distributions e. Normal Distributions f. Practice ProblemsLesson 2Exploring Two-Variable Dataa. Two Categorical Variables b. Two Quantitative Variables c. Correlation, Least Squares Regression, and Residuals d. Outliers, Influential Points, and Leverage e. Transformations to Achieve Linearity f. Practice ProblemsLesson 3Collecting Dataa. Retrospective and Prospective Observational Studies b. Bias c. Sampling Methods and Variability d. Experiments vs Observational Studies e. Replication, Inference, and Experiments f. Practice ProblemsLesson 4Probability, Random Variables, and Probability Distributionsa. The Law of Large Numbers b. Probability Rules and Calculations c. Random Variables, Means, and Standard Deviations d. Sums and Differences of Sets and Random Variables e. Transformations of Random Variables f. Binomial, Geometric, and Cumulative Probability Distributions g. Practice ProblemsLesson 5Sampling Distributionsa. Normal Distribution Calculations b. Central Limit Theorem c. Biased and Unbiased Estimators d. Sampling Distribution for Sample Proportions and Sample Means e. Simulations of Sampling Distributions f. Practice ProblemsWeek 2Lesson 6Inference for Categorical Data: Proportionsa. Confidence Intervals, Confidence Intervals for Proportions b. Conditions for Inference c. Significance Testing, Significance Testing for Proportions d. Confidence Intervals and Significance Testing for Differences of Two Proportions e. Practice ProblemsLesson 7Inference for Quantitative Data: Meansa. T-Distribution b. Confidence Interval and Significance Test for Means c. Confidence Interval and Significance Test for Differences of Two Means d. Paired Data e. Simulations and P-Values f. Hypothesis Tests, Power, and Type I and II Errors g. Practice ProblemsLesson 8Inference for Categorical Data: Chi-Squarea. Chi-Square Test for Goodness-of-Fit b. Chi-Square Test for Independence c. Chi-Square Test for Homogeneity d. Practice ProblemsLesson 9Inference for Quantitative Data: Slopesa. Sampling Distribution for the Slope b. Confidence Interval for the Slope of a Least Squares Regression Line c. Hypothesis Test for the Slope of a Least Squares Regression Line d. Practice ProblemsLesson 10ReviewReview
This class is taught in English.
Popular
Average rating:4.7Number of reviews:(1,575)
Project-based, STEM Coding + AI Programs + Mathematics Early registration, Sibling and Multi-Course Bundle discounts Available! The list of our summer camps can be found in this file:...
Group Class
$275
for 10 classes5x per week, 2 weeks
60 min
Live video meetings
Ages: 14-18
3-8 learners per class
