inferust 0.1.21

Statistical modeling for Rust — OLS/WLS regression, GLM, survival analysis, ARIMA/VAR, nonparametric tests, and more. A statsmodels-style library.
Documentation
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[package]
edition = "2021"
name = "inferust"
version = "0.1.21"
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Statistical modeling for Rust — OLS/WLS regression, GLM, survival analysis, ARIMA/VAR, nonparametric tests, and more. A statsmodels-style library."
homepage = "https://github.com/rogerneal/inferust"
documentation = "https://docs.rs/inferust"
readme = "README.md"
keywords = [
    "statistics",
    "regression",
    "survival-analysis",
    "time-series",
    "statsmodels",
]
categories = [
    "science",
    "mathematics",
]
license = "MIT"
repository = "https://github.com/rogerneal/inferust"

[features]
default = []
polars = ["dep:polars"]

[lib]
name = "inferust"
path = "src/lib.rs"

[[example]]
name = "basic_ols"
path = "examples/basic_ols.rs"

[[example]]
name = "bench_all"
path = "examples/bench_all.rs"

[[example]]
name = "bench_ols"
path = "examples/bench_ols.rs"

[[example]]
name = "bench_smoke"
path = "examples/bench_smoke.rs"

[[example]]
name = "diagnostics"
path = "examples/diagnostics.rs"

[[example]]
name = "discrete_models"
path = "examples/discrete_models.rs"

[[test]]
name = "parity_contingency"
path = "tests/parity_contingency.rs"

[[test]]
name = "parity_correlation"
path = "tests/parity_correlation.rs"

[[test]]
name = "parity_descriptive"
path = "tests/parity_descriptive.rs"

[[test]]
name = "parity_diagnostics"
path = "tests/parity_diagnostics.rs"

[[test]]
name = "parity_discrete"
path = "tests/parity_discrete.rs"

[[test]]
name = "parity_gee"
path = "tests/parity_gee.rs"

[[test]]
name = "parity_glm"
path = "tests/parity_glm.rs"

[[test]]
name = "parity_glm_family"
path = "tests/parity_glm_family.rs"

[[test]]
name = "parity_hypothesis"
path = "tests/parity_hypothesis.rs"

[[test]]
name = "parity_mixed"
path = "tests/parity_mixed.rs"

[[test]]
name = "parity_ols"
path = "tests/parity_ols.rs"

[[test]]
name = "parity_regression_gls"
path = "tests/parity_regression_gls.rs"

[[test]]
name = "parity_regression_quantile"
path = "tests/parity_regression_quantile.rs"

[[test]]
name = "parity_regression_rolling"
path = "tests/parity_regression_rolling.rs"

[[test]]
name = "parity_regularized"
path = "tests/parity_regularized.rs"

[[test]]
name = "parity_robust"
path = "tests/parity_robust.rs"

[[test]]
name = "parity_survival"
path = "tests/parity_survival.rs"

[[test]]
name = "parity_timeseries"
path = "tests/parity_timeseries.rs"

[dependencies.nalgebra]
version = "0.33"

[dependencies.polars]
version = "0.46"
features = ["dtype-full"]
optional = true
default-features = false

[dependencies.statrs]
version = "0.17"

[dependencies.thiserror]
version = "1"

[dev-dependencies.serde]
version = "1"
features = ["derive"]

[dev-dependencies.serde_json]
version = "1"