FinalReview

# FinalReview - Applied Nonparametrics STA 4502/5507 Yiyuan...

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Unformatted text preview: Applied Nonparametrics STA 4502/5507 Yiyuan She Department of Statistics, Florida State University Fall 2009 Project due: Friday, December 4 2009 by 4pm 5-12 pages a copy of the complete journal article from which you obtained the data Final Wednesday, December 9, 12:30 - 2:30 pm in HCB 0207 Closed book, calculator permitted You may bring TWO pages (letter-size) of notes which must be handwritten. (You do not have to prepare the tables.) Course Flow Estimating success probabilities Single location: estimates, tests, intervals Two locations: testing, estimating differences between locations Scale comparisons Multiple locations and factors Independence ‘Nonparametric regression’: Theil’s test Nonparametric regression: kernels, splines Fundamental Statistics Some basic concepts: Type-I error, Type-II error, Power; point estimate, confidence interval Critical value method for hypothesis testing (use the quantile function in R ) p-value: smallest significance level at which we would reject the null based on the given data (use the distribution function in R ) p-value methods is more informative (why?) Binomial Test X 1 , X 2 , ··· , X n i . i . d . ∼ Bernoulli( p ) Test statistic: B = ∑ X i Exact Binomial Test: B ∼ Bin ( n , p ) Large Sample Test: standardization, CLT Estimation: point, confidence interval Wilcoxon Signed Rank Test...
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FinalReview - Applied Nonparametrics STA 4502/5507 Yiyuan...

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