SMAC-Group / wv
This R package provides the tools to perform standard and robust wavelet variance analysis for time series (signal processing). Among others, aside from computing the wavelet variance and cross-covariance (classic and robust), the package provides inference tools (e.g. confidence intervals) and plotting tools allowing to perform some visual ana…
☆17Updated last year
Alternatives and similar repositories for wv:
Users that are interested in wv are comparing it to the libraries listed below
- R package for calculation of 22 CAnonical Time-series CHaracteristics☆22Updated 5 months ago
- Spatio-Temporal Generalised Linear Mixed Models For Areal Unit Data☆13Updated 2 years ago
- Tools for building new GAM models in mgcv☆14Updated last month
- Multivariate Autoregressive State-Space Modeling with R☆52Updated last year
- Time Series Analysis for the State-Space Model with R/Stan☆24Updated 3 years ago
- An R Package for Change Point Localisation☆12Updated last year
- A workshop on using generalized additive models and the mgcv package.☆27Updated 6 years ago
- Time Series Tools R package provides a series of tools to simulate, plot, estimate, select and forecast different time series models.☆15Updated last year
- Multivariate models for forecasting purposes☆11Updated last month
- Nonlinear time series analysis in R☆36Updated 6 months ago
- Fit Bayesian models with a focus on spillover effects. Implements linear specifications (with or without shrinkage), allows for spatial l…☆12Updated last year
- Bayesian DFA with Stan☆28Updated 2 weeks ago
- R package for weighted model metrics☆11Updated 8 months ago
- Time Series Forecasting Using KNN☆11Updated last year
- An R interface to MultiBUGS☆13Updated 3 months ago
- R package for univariate kernel density estimation☆13Updated last week
- Convert digital images into georeferenced rasters☆12Updated last week
- Labs developed for Applied Fisheries Time-series Analysis course. The link for the text is https://atsa-es.github.io/atsa-labs/☆20Updated 3 years ago
- An R package "rfinterval": Predictive Inference on Random Forests☆13Updated 5 years ago
- Forecast uncertainty based on model averaging☆9Updated 3 years ago
- Methods for detecting abrupt change in temporal, spatial, and spatiotemporal data series☆13Updated 2 years ago
- Repo for a book on Bayesian capture-recapture w/ HMMs☆16Updated 2 months ago
- A tutorial on Bayesian multilevel modeling using R and Stan.☆14Updated 3 years ago
- An R package to transform time series into networks☆20Updated 4 months ago
- Fit stochastic differential equation models with time-varying parameters☆15Updated 10 months ago
- Heterogeneous effects analysis of conjoint experiments using BART☆10Updated last year
- An introduction to hierarchical Bayesian modelling with R, JAGS and STAN☆21Updated 7 years ago
- R package for Tools for Handling Extraction of Features from Time series (theft)☆40Updated 2 weeks ago
- Time varying vector autoregressive state space modeling of community interactions in a Bayesian framework☆10Updated 3 years ago
- Regression model building and forecasting in R☆31Updated 2 weeks ago