temperature

<p>Land-ocean temperature index from 1880--2021 (with base period 1951-1980).</p>

datasets

Set of tools for fitting the additive partial linear models with symmetric autoregressive errors of order p, or APLMS-AR(p). This setup enables the modeling of a time series response variable using linear and nonlinear structures of a set of explanatory variables, with nonparametric components approximated by natural cubic splines or P-splines. It also accounts for autoregressive error terms with distributions that have lighter or heavier tails than the normal distribution. The package includes various error distributions, such as normal, generalized normal, Student's t, generalized Student's t, power-exponential, and Cauchy distributions. Chou-Chen, S.W., Oliveira, R.A., Raicher, I., Gilberto A. Paula (2024) <doi:10.1007/s00362-024-01590-w>.

Shu Wei Chou-Chen

aplms

Additive Partial Linear Models with Symmetric Autoregressive
Errors

Rodrigo A. Oliveira

Gilberto A. Paula

Sebastian Sanchez Sandi

temperature function

Format

Global Annual Mean Surface Air Temperature Change — temperature

Global Annual Mean Surface Air Temperature Change

temperature: Global Annual Mean Surface Air Temperature Change

Description

Usage

Arguments

Format

References

Examples