GREENREG: Tool for Statistical and Environmental Analysis
Provides a set of accessible and automated functions to apply
statistical models such as Simple Linear Regression (RLS, from the Spanish
'Regresión Lineal Simple'), Multiple Linear Regression (RLM, from the Spanish
'Regresión Lineal Múltiple'), Generalized Linear Models (GLM), and time
series analysis through Autoregressive Integrated Moving Average (ARIMA)
models. Designed to support teaching at the Universidad Autónoma Chapingo,
it facilitates results interpretation and assumption validation through
automatic graphical diagnostics. Developed as part of an undergraduate
thesis at the Universidad Autónoma Chapingo, under the supervision of
Dr. Julio César Buendía Espinoza (thesis advisor), with the participation
of the thesis committee: Diego Ernesto Lira González (secretary), Israel
Lerma Serna (member), Juan Uriel Avelar Roblero (alternate), and Elisa del
Carmen Martínez Ochoa (alternate). Methods for regression and time series
are based on Montgomery, Peck & Vining (2021, Introduction to Linear
Regression Analysis, 6th ed., Wiley, ISBN:978-1119578727) and
Box, Jenkins, Reinsel & Ljung (2015, Time Series Analysis: Forecasting
and Control, 5th ed., Wiley, ISBN:978-1118675021).
| Version: |
0.1.2 |
| Depends: |
R (≥ 3.5) |
| Imports: |
ggplot2, ggrepel, stats, lmtest |
| Suggests: |
pROC, broom, car, testthat (≥ 3.0.0), AER, forecast, knitr, rmarkdown |
| Published: |
2026-10-16 |
| DOI: |
10.32614/CRAN.package.GREENREG |
| Author: |
Dayron Jared Bazan Guzman [aut, cre],
Julio César Buendía Espinoza [aut, ths] (affiliation: Universidad
Autónoma Chapingo, secondary_email: jcbuendiae@hotmail.com),
Diego Ernesto Lira González [rev] (Secretario del comité de tesis,
Universidad Autónoma Chapingo),
Israel Lerma Serna [rev] (Vocal del comité de tesis, Universidad
Autónoma Chapingo),
Juan Uriel Avelar Roblero [rev] (Suplente del comité de tesis,
Universidad Autónoma Chapingo),
Elisa del Carmen Martínez Ochoa [rev] (Suplente del comité de tesis,
Universidad Autónoma Chapingo) |
| Maintainer: |
Dayron Jared Bazan Guzman <dbazanguzman at gmail.com> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
GREENREG results |
Documentation:
Downloads:
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