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Words: 3k
Articles: 131
Table of contents
3k
131
Unbiased estimator
Statistical modelling
20
Heteroscedastic
Statistical modelling
12
Akaike information criterion
Statistical modelling
117
3
Mallows Cp
Akaike information criterion
98
2
Bias-variance decomposition for linear prediction
Mallows Cp
36
Unbiased prediction-error identity for ordinary least squares
Mallows Cp
40
Shape parameter
Statistical modelling
16
Exponential family
Statistical modelling
169
8
Natural parameter of an exponential family
Exponential family
17
Cumulant function of an exponential family
Exponential family
43
2
Exponential-family derivative identities
Cumulant function of an exponential family
11
Mean parameter of an exponential family
Cumulant function of an exponential family
12
Inverse Gaussian distribution
Exponential family
29
Exponential-family deviance
Exponential family
15
Negative binomial exponential family
Exponential family
26
Exponential dispersion family
Exponential family
26
Generalized linear model
Statistical modelling
486
20
Linear predictor
Generalized linear model
17
Link function
Generalized linear model
14
Binomial regression
Generalized linear model
23
Pearson dispersion estimator
Generalized linear model
15
Canonical link function
Generalized linear model
40
1
Poisson canonical link
Canonical link function
22
Poisson regression
Generalized linear model
17
Poisson exposure model
Generalized linear model
98
3
Estimators for a Poisson exposure model
Poisson exposure model
51
1
Variance comparison for Poisson exposure estimators
Estimators for a Poisson exposure model
29
Normal-approximation tests for a Poisson exposure model
Poisson exposure model
18
Logistic regression
Generalized linear model
177
6
Bernoulli logistic-regression model
Logistic regression
41
1
Fitted-mean balance for logistic regression with an intercept
Bernoulli logistic-regression model
31
Logistic loss
Logistic regression
50
1
Positive semidefinite quadratic-form classifier
Logistic loss
31
Grouped-binomial logistic regression
Logistic regression
23
Reference level in a regression factor
Logistic regression
50
Probit regression
Generalized linear model
31
Iteratively reweighted least squares
Generalized linear model
17
Independent Poisson conditioning
Statistical modelling
16
Normal linear model
Statistical modelling
583
25
Cochran's theorem
Normal linear model
24
Linear regression
Normal linear model
140
4
Design matrix
Linear regression
23
Regression coefficient
Linear regression
20
Interaction term
Linear regression
26
Attenuation bias from classical measurement error
Linear regression
46
R linear-model formula
Normal linear model
53
1
Degrees of freedom of a factor predictor
R linear-model formula
24
Hat matrix
Normal linear model
25
Normal linear-model confidence ellipsoid
Normal linear model
48
1
Cook's distance
Normal linear-model confidence ellipsoid
34
Multicollinearity
Normal linear model
31
Ordinary least squares estimators
Normal linear model
69
1
Residual sum of squares in simple linear regression
Ordinary least squares estimators
52
Gauss-Markov theorem
Normal linear model
14
Weighted least squares
Normal linear model
47
2
Generalized least squares
Weighted least squares
32
1
Whitening transformation
Generalized least squares
20
Normal equation
Normal linear model
9
Consistency of least squares
Normal linear model
21
One-way normal linear model
Normal linear model
91
4
Cell-means parametrization
One-way normal linear model
41
1
Linear contrast of cell means
Cell-means parametrization
21
Full-dominance mean constraint
One-way normal linear model
12
Additive allele-count model
One-way normal linear model
18
Regression leverage
Statistical modelling
12
Risk ratio
Statistical modelling
28
1
Drug efficacy as a risk reduction
Risk ratio
17
Odds ratio
Statistical modelling
27
Log-linear model
Statistical modelling
86
2
Saturated log-linear model
Log-linear model
20
Equal-efficacy Poisson log-linear model
Log-linear model
49
Maximum-likelihood estimator
Statistical modelling
114
5
Likelihood function
Maximum-likelihood estimator
26
Log-likelihood
Maximum-likelihood estimator
26
Binomial proportion maximum-likelihood estimator
Maximum-likelihood estimator
8
Exponential distribution rate estimator
Maximum-likelihood estimator
19
Asymptotic normality of a maximum likelihood estimator
Maximum-likelihood estimator
17
Logistic distribution
Statistical modelling
12
Gaussian conditional expectation
Statistical modelling
12
Linear discriminant analysis
Statistical modelling
14
Quadratic discriminant analysis
Statistical modelling
22
Bootstrapping (statistics)
Statistical modelling
15
Risk function
Statistical modelling
110
5
Mean squared error
Risk function
49
2
Bias-variance decomposition of mean squared error
Mean squared error
10
Affine shrinkage estimator for a binomial proportion
Mean squared error
27
Admissible estimator
Risk function
24
Minimax estimator
Risk function
13
Cramer-Rao bound
Statistical modelling
16
Score function
Statistical modelling
161
8
Mean-zero score identity
Score function
12
Fisher information matrix
Score function
139
6
Tensorization of Fisher information
Fisher information matrix
36
Fisher information in a stationary Gaussian autoregressive location model
Fisher information matrix
23
Fisher scoring
Fisher information matrix
43
1
Binomial-proportion Fisher scoring
Fisher scoring
28
Information identity
Fisher information matrix
7
Normal location-scale score
Fisher information matrix
15
Statistical hypothesis testing
Statistical modelling
698
30
Null hypothesis
Statistical hypothesis testing
22
Significance level
Statistical hypothesis testing
21
P-value
Statistical hypothesis testing
26
Joint hypothesis test
Statistical hypothesis testing
26
Power function of a statistical test
Statistical hypothesis testing
28
Uniformly most powerful test
Statistical hypothesis testing
53
1
Crossing-power obstruction to a uniformly most powerful test
Uniformly most powerful test
25
Pearson chi-squared goodness-of-fit test
Statistical hypothesis testing
54
1
Pearson chi-squared test of independence
Pearson chi-squared goodness-of-fit test
22
Wald test
Statistical hypothesis testing
158
4
Multivariate Wald statistic
Wald test
57
1
Wald statistic for linear restrictions
Multivariate Wald statistic
28
Wald and likelihood-ratio asymptotic equivalence
Wald test
51
Two-sided Gaussian p-value
Wald test
27
Likelihood-ratio test
Statistical hypothesis testing
123
5
Likelihood ratio
Likelihood-ratio test
14
Generalized likelihood-ratio test
Likelihood-ratio test
93
3
Analysis of deviance for nested generalized linear models
Generalized likelihood-ratio test
32
Likelihood-ratio test for equality of two normal means
Generalized likelihood-ratio test
17
Nested likelihood-ratio rejection regions
Generalized likelihood-ratio test
24
Score test
Statistical hypothesis testing
87
5
Restricted maximum-likelihood estimator
Score test
16
Score test under a simple null
Score test
30
1
Quadratic form of a standard normal vector
Score test under a simple null
7
Residual sum of squares in a normal sample
Score test
21
1
Chi-square central limit theorem
Residual sum of squares in a normal sample
11
Neyman-Pearson lemma
Statistical hypothesis testing
86
3
Monotone likelihood ratio
Neyman-Pearson lemma
60
2
Karlin-Rubin theorem
Monotone likelihood ratio
39
1
Uniformly most powerful upper-tail test for a logistic location
Karlin-Rubin theorem
17
Grouped exponential observation
Statistical modelling
39
1
Asymptotic information loss from grouping
Grouped exponential observation
19
Ancestors
(4)
Probability and statistics
Area of mathematics
Mathematics
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