Bayesian Inference
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Documentation for package ‘BayesianInference’ version 0.0.1
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| bi.dist.asymmetric_laplace | Asymmetric Laplace distribution |
| bi.dist.asymmetric_laplace_quantile | Asymmetric Laplace Quantile Distribution |
| bi.dist.bernoulli | Sample from a Bernoulli distribution. |
| bi.dist.beta | Beta Distribution |
| bi.dist.beta_binomial | BetaBinomial |
| bi.dist.beta_proportion | Samples from a Beta-Proportion distribution. |
| bi.dist.binomial | Samples from a Binomial distribution. |
| bi.dist.car | Conditional Autoregressive (CAR) Distribution |
| bi.dist.categorical | Sample from a Categorical distribution. |
| bi.dist.cauchy | Cauchy Distribution |
| bi.dist.chi2 | Samples from a Chi-squared distribution. |
| bi.dist.delta | The Delta distribution. |
| bi.dist.dirichlet | Samples from a Dirichlet distribution. |
| bi.dist.dirichlet_multinomial | Samples from a Dirichlet Multinomial distribution. |
| bi.dist.discrete_uniform | Samples from a Discrete Uniform distribution. |
| bi.dist.euler_maruyama | Euler-Maruyama method |
| bi.dist.exponential | Samples from an Exponential distribution. |
| bi.dist.gamma | Gamma Distribution |
| bi.dist.gamma_poisson | Gamma-Poisson Distribution |
| bi.dist.gaussian_copula | Gaussian Copula Distribution |
| bi.dist.gaussian_copula_beta | Gaussian Copula Beta distribution. |
| bi.dist.gaussian_random_walk | Samples from a Gaussian Random Walk distribution. |
| bi.dist.gaussian_state_space | Gaussian State Space Distribution |
| bi.dist.geometric | Samples from a Geometric distribution. |
| bi.dist.gompertz | Gompertz Distribution |
| bi.dist.gumbel | Samples from a Gumbel (or Extreme Value) distribution. |
| bi.dist.half_cauchy | HalfCauchy Distribution |
| bi.dist.half_normal | Samples from a HalfNormal distribution. |
| bi.dist.inverse_gamma | InverseGamma Distribution |
| bi.dist.kumaraswamy | Kumaraswamy Distribution |
| bi.dist.laplace | Laplace Distribution |
| bi.dist.left_truncated_distribution | Samples from a left-truncated distribution. |
| bi.dist.levy | Levy distribution |
| bi.dist.lkj | Samples from an LKJ (Lewandowski, Kurowicka, Joe) distribution for correlation matrices. |
| bi.dist.lkj_cholesky | LKJ Cholesky Distribution |
| bi.dist.logistic | Samples from a Logistic distribution. |
| bi.dist.log_normal | Log Normal distribution |
| bi.dist.log_uniform | Samples from a Log Uniform distribution. |
| bi.dist.lower_truncated_power_law | Lower Truncated Power Law Distribution |
| bi.dist.low_rank_multivariate_normal | Low Rank Multivariate Normal Distribution |
| bi.dist.matrix_normal | Matrix Normal Distribution |
| bi.dist.mixture | A marginalized finite mixture of component distributions. |
| bi.dist.mixture_general | A finite mixture of component distributions from different families. |
| bi.dist.mixture_same_family | A finite mixture of component distributions from the same family. |
| bi.dist.multinomial | Multinomial distribution. |
| bi.dist.multinomial_logits | Multinomial logit |
| bi.dist.multinomial_probs | Samples from a Multinomial distribution. |
| bi.dist.multivariate_normal | Samples from a Multivariate Normal distribution. |
| bi.dist.multivariate_student_t | Multivariate Student's t Distribution |
| bi.dist.negative_binomial2 | Samples from a Negative Binomial distribution. |
| bi.dist.negative_binomial_logits | Samples from a Negative Binomial Logits distribution. |
| bi.dist.negative_binomial_probs | Sample from a Negative Binomial distribution with probabilities. |
| bi.dist.normal | Samples from a Normal (Gaussian) distribution. |
| bi.dist.ordered_logistic | Ordered Logistic Distribution |
| bi.dist.pareto | Samples from a Pareto distribution. |
| bi.dist.poisson | Poisson Distribution |
| bi.dist.projected_normal | Samples from a Projected Normal distribution. |
| bi.dist.relaxed_bernoulli | Samples from a Relaxed Bernoulli distribution. |
| bi.dist.relaxed_bernoulli_logits | Relaxed Bernoulli Logits Distribution. |
| bi.dist.right_truncated_distribution | Samples from a right-truncated distribution. |
| bi.dist.soft_laplace | Samples from a Soft Laplace distribution. |
| bi.dist.student_t | Student's t-distribution. |
| bi.dist.truncated_cauchy | Truncated Cauchy Distribution |
| bi.dist.truncated_distribution | Truncated Distribution |
| bi.dist.truncated_normal | Truncated Normal Distribution |
| bi.dist.truncated_polya_gamma | Truncated PolyaGamma Distribution |
| bi.dist.two_sided_truncated_distribution | Two-Sided Truncated Distribution |
| bi.dist.uniform | Uniform Distribution |
| bi.dist.weibull | Samples from a Weibull distribution. |
| bi.dist.wishart | Wishart distribution for covariance matrices. |
| bi.dist.wishart_cholesky | Wishart Cholesky Distribution |
| bi.dist.zero_inflated_distribution | Generic Zero Inflated distribution. |
| bi.dist.zero_inflated_negative_binomial | Zero-Inflated Negative Binomial Distribution |
| bi.dist.zero_inflated_poisson | A Zero Inflated Poisson distribution. |
| bi.dist.zero_sum_normal | zero_sum_normal |
| bi.doc | title Open the BI Documentation Website |
| importBI | Import the BI Python Module |
| setup_env | Create a Python virtual environment |