Phil Chan
36K subscribers
15:39
MN6 - Decision trees overview
Phil Chan
1.1K views • 3 years ago
19:11
RStudio: how to make predictions with multiple linear regression models
Phil Chan
20K views • 3 years ago
8:24
Adding bands to residual plot to help identify outliers in SPSS
Phil Chan
1.4K views • 3 years ago
7:11
SPSS for newbies: finding the most popular combination of ticks in multiple response questions
Phil Chan
3K views • 3 years ago
3:33
SPSS for newbies: count number of ticks for multiple choice question
Phil Chan
3K views • 3 years ago
7:32
#25 GLM regression - Deviance for normally distributed Y
Phil Chan
3.2K views • 6 years ago
12:16
#24 GLM regression: What's special about the canonical/natural link function in GLM?
Phil Chan
2.1K views • 6 years ago
6:41
#23 GLM with geometric response - likelihood, score function, information matrix
Phil Chan
2.2K views • 6 years ago
11:55
#93: Sum of normals probability example
Phil Chan
895 views • 6 years ago
7:35
#22 Binary logistic (logit) regression - likelihood function, score, information
Phil Chan
2.3K views • 6 years ago
8:12
# 21 GLM with exponential response - likelihood function, score, information
Phil Chan
3K views • 6 years ago
13:03
# 92 Exponential family member -Gamma distribution, proof
Phil Chan
8.3K views • 6 years ago
6:41
#91 Exponential family - Moment and cumulant generating function, proof
Phil Chan
2.9K views • 6 years ago
5:18
#90 Exponential family (1 parameter) - Sufficient statistic, proof
Phil Chan
6.5K views • 6 years ago
8:26
#89 Sufficient statistic for geometric using factorization theorem
Phil Chan
14K views • 6 years ago
5:59
Rstudio: picking up where you left off using Projects feature
Phil Chan
2.5K views • 6 years ago
20:50
Rstudio: making predictions with regression (simple linear)
Phil Chan
64K views • 6 years ago
9:10
#88 Cramer-Rao lower bound(CRLB), efficient estimators, MVUE, example
Phil Chan
26K views • 6 years ago
32:04
RStudio: Summary stats, barchart, box-plot, qqplot (normality)
Phil Chan
10K views • 6 years ago
6:08
#87 Normal approximation to poisson rule - proof
Phil Chan
1.9K views • 6 years ago
7:33
#84 Poisson approximation to binomial- proof using mgf
Phil Chan
3.5K views • 6 years ago
24:25
Rstudio - an introduction for data analysis
Phil Chan
22K views • 6 years ago
7:07
#83 Convergence in distribution to a random variable does not imply convergence in probability
Phil Chan
3.6K views • 6 years ago
7:15
#82 Convergence in probability does not imply convergence in mean square example
Phil Chan
2.8K views • 6 years ago
10:15
#69 Pull out (taking out what is known) property of conditional expectation- example and proof
Phil Chan
1K views • 6 years ago
10:03
#66 Law of Iterated Expectations (Double expectations formula) example
Phil Chan
2K views • 6 years ago
16:29
#26 Multicollinearity - what is it; impact on least squares(OLS)
Phil Chan
2.1K views • 6 years ago
4:09
#78 Convergence in probability using Chebyshev's inequality
Phil Chan
3.2K views • 6 years ago
8:15
#77 P(X=a)=0 for continuous random variables proof
Phil Chan
3.8K views • 6 years ago
7:57
#76 Dealing with absolute value |x| in pdf (in computing EX)
Phil Chan
9.2K views • 6 years ago
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