NTHU STAT 3875 - Mathematical Statistics (undergraduate level)

清華大學 統計所 數理統計 (大學部課程)

Sep 2018 ~ Jan 2019


Notes

(Jan 14) 作業總成績, 期末考成績, 學期總成績, 及成績統計
(Jan 14) 期末考解答
(Jan 02) 期末考考古題及其解答
(Jan 02) 期末考資訊及注意事項
(Dec 27) 下周二上課日(1/1),適逢開國紀念日放假,停課一次
(Dec 03) 期中考解答成績統計
(Nov 19) 期中考考古題解答
(Nov 19) 期中考資訊及注意事項
(Sep 16) 有關助教及其office hour的資訊,請見Syllabus

 

Lecture Notes

Lecture Notes with Hand-Written Notices

Video

01

 Survey Sampling

Sep 11


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Sep 13

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Sep 18

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Sep 20

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Sep 25

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Sep 27

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Oct 02

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Oct 04

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Oct 09

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Oct 11

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Oct 16

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02

 Comparing Two Samples

Oct 16

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Oct 18

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Oct 23

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Oct 25

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Oct 30

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Nov 01

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Nov 06

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Nov 08

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Nov 13

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Nov 15

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Nov 20

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03

 The Analysis of Variance

Nov 22

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Nov 29

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Dec 04

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Dec 06

(153 views)
Dec 11

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Dec 13

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Dec 18

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Dec 20

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Dec 25

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Dec 27

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Jan 03

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04

 The Analysis of Categorical Data

    
05

 Linear Regression Analysis

    
Homework Question Due Day Solution
1

(Note. In these problems, "simple random sample" is referred to as "s.r.s. without replacement") 

Ch 7. #1, #3, #4, #5, #10, #34, #36 [Hint. For a random variable Z, we have Var(Z)=E(Z2)-[E(Z)]2.], #37

Oct 02 sol
2

(Note. In these problems, "simple random sample" is referred to as "s.r.s. without replacement") 

Ch 7. #15, #16, #22, #23, #27, #28, #31, #32

Oct 11

sol

(revised)

3

(Note. In these problems, "simple random sample" is referred to as "s.r.s. without replacement") 

Ch 7. #41, #43, #44 [Note. Cxxx and Cyyy are coefficients of variation.], #45, #46, #47, #50 [Hint. For any two random variables W and Z, because |Cor(W, Z)|≤1, we have |Cov(W, Z)|≤Var(W)Var(Z).], #51

Oct 23 sol
4

(Note. In these problems, "simple random sample" is referred to as "s.r.s. without replacement") 

Ch 7. #52, #53, #55, #57, #61, #64

Nov 01 sol
5

Ch 11. #2, #3, #5, #6, #10, #15, #16, #19

Nov 13 sol
6

Ch 11. #8, #21(a)(b)(c)(d) [Note. Here is the data.], #23, #24, #25, #31, #32, #34

Nov 22 sol
7

Ch 11. #12, #27

Ch 12. #4, Only need to prove the analogues of Theorem A, No need to prove the analogues of Theorem B, #5, #21 [Note. Here is the data.]

Dec 18 sol
8

Ch 12. #6, #8, #9, #10, #32(a)(d)(e) [Note. Here is the data.]

Dec 27 sol
9

Ch 12. #11, #16, #18 [Note. Here is the data.], #19, #29 [Note. Here is the data.]

Jan 03 sol