12:30 PM - 2:10 PM, MTWR Carolina Coliseum 3020D, Jun 21, 2021 - Jul 29, 2021

Instructor office hours: After class each day in person or virtually
Instructor office: Carolina Coliseum 4020

Course syllabus

Lecture notes	Accompanying slides	Topics	Corresponding section(s) of Wackerly book
STAT 511 summary sheet.pdf
Lec_00.pdf Lec_00_R_code	Lec_00_slides.pdf	Introduction
Lec_01.pdf	Lec_01_slides.pdf	Transformations of a random variable	6.2, 6.3, 6.4, 6.5
Lec_02.pdf	Lec_02_slides.pdf	Transformations of multiple random variables	6.5, 6.6
Lec_03.pdf	Lec_03_slides.pdf	Random samples, statistics, especially order statistics	6.1, 6.5, 6.7, 7.1
End exam I material
Lec_04.pdf	Lec_04_slides.pdf	Pivot quantities and sampling from the Normal distribution	7.2, 8.5, 8.8, 8.9
Lec_05.pdf Lec_05_R_code	Lec_05_slides.pdf	Parametric estimation and properties of estimators	8.1, 8.2, 8.3, 8.4
Lec_06.pdf Lec_06_R_code	Lec_06_slides.pdf	Large-sample properties of estimators: consistency and the WLLN	9.3
End exam II material
Lec_07.pdf	Lec_07_slides.pdf	Large-sample pivot quantities and central limit theorem	7.3, 7.4, 7.5, 8.6
Lec_08.pdf	Lec_08_slides.pdf	Classical two-sample results comparing means, proportions, and variances	8.6, 8.8
Lec_09.pdf	Lec_09_slides.pdf	Sample size calculations	8.7
Lec_10.pdf	Lec_10_slides.pdf	First principles of estimation: sufficiency and Rao-Blackwell theorem	9.4, 9.5
Lec_11.pdf Lec_11_R_code	Lec_11_slides.pdf	MoMs and MLEs	9.6, 9.7
STAT_512_summary_sheet

Homework assignments	Topics	Due	Solutions
hw_01.pdf	Transformations of a single random variable, random number generation	Thursday, June 24th	hw_01_sol.pdf
hw_02.pdf	Bivariate transformations, sums of independent rvs	Tuesday, June 29th	hw_02_sol.pdf
hw_03.pdf	Normal pivot quantities, order statistics	Tuesday, July 6th	hw_03_sol.pdf
hw_04.pdf	Normal pivot quantities, confidence intervals, two-sample CIs	Friday, July 9th	hw_04_sol.pdf
hw_05.pdf	Bias and mean squared error of estimators	Tuesday, July 13th	hw_05_sol.pdf
hw_06.pdf	Consistency of estimators, WLLN, central limit theorem	Tuesday, July 20th	hw_06_sol.pdf
hw_07.pdf	Two-sample results, sample size calculations	Thursday, July 22nd	hw_07_sol.pdf
hw_08.pdf	Sufficiency, best unbiased estimators	Tuesday, July 27th	hw_08_sol.pdf
hw_09.pdf	Method of moments and maximum likelihood estimators	Not to turn in.	hw_09_sol.pdf

Exams	Solutions
Exam_01.pdf	Exam_01_sol.pdf
Exam_02.pdf	Exam_02_sol.pdf

Spring 2020 exams	Solutions
STAT_512_sp_2020_Exam_01.pdf	STAT_512_sp_2020_Exam_01_sol.pdf
STAT_512_sp_2020_Exam_02.pdf	STAT_512_sp_2020_Exam_02_sol.pdf
STAT_512_sp_2020_Final_Exam.pdf	STAT_512_sp_2020_Final_Exam_sol.pdf

Sring 2018 exams	Solutions
STAT_512_sp_2018_Exam_I.pdf	STAT_512_sp_2018_Exam_I_sol.pdf
STAT_512_sp_2018_Exam_II.pdf	STAT_512_sp_2018_Exam_II_sol.pdf
STAT_512_sp_2018_Exam_III.pdf	STAT_512_sp_2018_Exam_III_sol.pdf
STAT_512_sp_2018_Final_Exam.pdf	STAT_512_sp_2018_Final_Exam_sol.pdf

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