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kb:probstat:start [2021-04-26 02:27] – jaeyoung | kb:probstat:start [2024-04-30 04:03] (current) – external edit 127.0.0.1 | ||
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===== Probability ===== | ===== Probability ===== | ||
- | * [[kb:probstat: | + | * [[kb: |
- | * [[kb:probstat: | + | * [[kb: |
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===== Random processes ===== | ===== Random processes ===== | ||
- | * [[kb:probstat: | + | * [[kb: |
===== Methods of estimation ===== | ===== Methods of estimation ===== | ||
- | * [[kb:probstat: | + | * [[kb:estimation_methods]] |
- | * [[kb:probstat:maximum_likelihood_estimator]] | + | * [[kb: |
- | * [[kb:probstat:fisher_information]] | + | * [[kb:estimator_distribution]] |
+ | * [[kb:fisher_information]] | ||
+ | * [[kb:confidence_interval]] | ||
+ | * [[kb:multidimensional_data]] | ||
+ | * [[kb: | ||
===== Hypothesis testing ===== | ===== Hypothesis testing ===== | ||
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==== Parametric hypothesis testing ==== | ==== Parametric hypothesis testing ==== | ||
- | * | + | * [[kb: |
==== Nonparametric hypothesis testing ==== | ==== Nonparametric hypothesis testing ==== | ||
- | * [[kb:probstat: | + | * [[kb: |
- | * [[kb:probstat: | + | * [[kb: |
- | * [[kb:probstat: | + | * [[kb: |
- | * [[kb:probstat:qq_plots]] | + | * [[kb: |
===== Bayesian probability and statistics ===== | ===== Bayesian probability and statistics ===== | ||
- | * [[Bayesian statistics]] | + | * [[..: |
- | ===== Linear | + | ===== Regression ===== |
- | * [[kb:probstat: | + | * [[kb:linear_regression]] |
- | * [[kb:probstat: | + | * [[kb:crossvalidation]] |