01:22:17

E14: Method of moments estimation class

Phil Chan

Shared 02/03/2022

15:38

MN6 - Decision trees overview

Phil Chan

Shared 07/07/2020

19:10

RStudio: how to make predictions with multiple linear regression models

Phil Chan

Shared 25/06/2020

08:23

Adding bands to residual plot to help identify outliers in SPSS

Phil Chan

Shared 22/06/2020

07:10

SPSS for newbies: finding the most popular combination of ticks in multiple response questions

Phil Chan

Shared 19/06/2020

03:32

SPSS for newbies: count number of ticks for multiple choice question

Phil Chan

Shared 18/06/2020

07:31

#25 GLM regression - Deviance for normally distributed Y

Phil Chan

Shared 28/02/2018

12:15

#24 GLM regression: What's special about the canonical/natural link function in GLM?

Phil Chan

Shared 25/02/2018

06:40

#23 GLM with geometric response - likelihood, score function, information matrix

Phil Chan

Shared 25/02/2018

11:54

#93: Sum of normals probability example

Phil Chan

Shared 23/02/2018

07:34

#22 Binary logistic (logit) regression - likelihood function, score, information

Phil Chan

Shared 21/02/2018

08:11

# 21 GLM with exponential response - likelihood function, score, information

Phil Chan

Shared 18/02/2018

13:02

# 92 Exponential family member -Gamma distribution, proof

Phil Chan

Shared 14/02/2018

06:40

#91 Exponential family - Moment and cumulant generating function, proof

Phil Chan

Shared 11/02/2018

05:17

#90 Exponential family (1 parameter) - Sufficient statistic, proof

Phil Chan

Shared 07/02/2018

05:58

Rstudio: picking up where you left off using Projects feature

Phil Chan

Shared 04/02/2018

08:26

#89 Sufficient statistic for geometric using factorization theorem

Phil Chan

Shared 04/02/2018

20:49

Rstudio: making predictions with regression (simple linear)

Phil Chan

Shared 03/02/2018

09:09

#88 Cramer-Rao lower bound(CRLB), efficient estimators, MVUE, example

Phil Chan

Shared 31/01/2018

32:03

RStudio: Summary stats, barchart, box-plot, qqplot (normality)

Phil Chan

Shared 28/01/2018

06:08

#87 Normal approximation to poisson rule - proof

Phil Chan

Shared 28/01/2018

07:32

#84 Poisson approximation to binomial- proof using mgf

Phil Chan

Shared 24/01/2018

24:24

Rstudio - an introduction for data analysis

Phil Chan

Shared 21/01/2018

07:06

#83 Convergence in distribution to a random variable does not imply convergence in probability

Phil Chan

Shared 21/01/2018

07:14

#82 Convergence in probability does not imply convergence in mean square example

Phil Chan

Shared 17/01/2018

10:14

#69 Pull out (taking out what is known) property of conditional expectation- example and proof

Phil Chan

Shared 14/01/2018

10:02

#66 Law of Iterated Expectations (Double expectations formula) example

Phil Chan

Shared 10/01/2018

16:28

#26 Multicollinearity - what is it; impact on least squares(OLS)

Phil Chan

Shared 09/01/2018

04:08

#78 Convergence in probability using Chebyshev's inequality

Phil Chan

Shared 07/01/2018

08:14

#77 P(X=a)=0 for continuous random variables proof

Phil Chan

Shared 03/01/2018

07:56

#76 Dealing with absolute value |x| in pdf (in computing EX)

Phil Chan

Shared 31/12/2017

07:51

#75 Probability mass function from moment generating function example

Phil Chan

Shared 27/12/2017