Numerics
Mononote
Preface
Analysis
1
Differentiability
2
Convexity
3
Measurability
4
Measures
5
Integration
Probability
6
Joint distributions
7
Independence
8
Kernels
9
Conditioning
10
Densities
11
Inequalities
12
Exponential family
13
Entropies
14
Discrepancies
Stochastics
15
Convergence
16
Martingales
Inference
17
Distribution estimation and bootstrap
18
Parameter estimation
Laplacian modelling
19
Exponential family models
Sampling
20
Sequential Importance Sampling
Numerics
21
Numerical linear algebra
22
Statistical numerics
23
Algorithmic differentiation
24
Numerical Lebesgue integration
Table of contents
Index
Bibliography
Numerics
Published
February 13, 2026
Index
Numerical linear algebra
Statistical numerics
Algorithmic differentiation
Numerical Lebesgue integration
Bibliography
Matrix Algebra: Theory, Computations and Applications in Statistics
(2024). Gentle, James E..
Link
A Mnemonic for Schur Complements
(2022). Power, Sam.
Link
20
Sequential Importance Sampling
21
Numerical linear algebra