#rsoftware — Public Fediverse posts

Multi-class classification Receiver Operating Characteristic (ROC) Analysis Use multi_roc (multiROC) With (In) R Software
https://s.id/mltrc
Multiclass Receiver Operating Characteristic (ROC) Curves and Area Under the Curve (AUC) from Multinomial Logistic Regression Analysis Use mlogitroc With STATA 19
https://ln.run/troc
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Non-parametric stochastic frontier Use fit.sf (snfa) With (In) R Software
https://ln.run/snfa
Meta-analysis with missing data Use metamiss With STATA 19
https://ristek.link/mt
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Fit cosinor model with Generalized Linear Mixed Models Template Model Builder (glmmTMB) Use cglmm With (In) R Software
https://dik.si/gltmb
Comprehensive marginal effects from regression slope coefficients Use coefconv With STATA 19
https://ln.run/conv
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Quantile Autoregressive Distributed Lag (ADF) (QADF) Unit Root Test Use qadf (unitrootests) With (In) R Software
https://ln.run/qadf
Quantile Autoregressive Distributed Lag (ADF) (QADF) Unit Root Test Use qadf With STATA 19
https://ristek.link/qf
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Fit Joint Mean-Covariance Models Use jmcm With (In) R Software
https://dik.si/_jmcm
Sliced mean variance-covariance inverse regression Use smvcir With STATA 19
https://ln.run/smvr
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Causal Mediation analysis Use gformula (causalMed) With (In) R Software
https://dik.si/gfrmu
Conversion from Logistic Odds Ratios to Risk Ratios Use oddsrisk With STATA 19
https://ln.run/odds
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Causal Mediation Analysis Using Weighting Approach Use rmpw With (In) R Software
https://ln.run/rmpw
Implement the ratio-of-mediator-probability weighting (RMPW) method of causal mediation analysis to decompose treatment effects into "direct" and "indirect" effects Use rmpw With STATA 19
https://ristek.link/rm
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Causal Mediation Analysis Using Weighting Approach Use rmpw With (In) R Software
https://ln.run/rmpw
Implement the ratio-of-mediator-probability weighting (RMPW) method of causal mediation analysis to decompose treatment effects into "direct" and "indirect" effects Use rmpw With STATA 19
https://ristek.link/rm
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Estimate productivity - Ackerberg-Caves-Frazer correction Use prodestACF (prodest) With (In) R Software
https://ln.run/prodestACF
Production function estimation using the Ackerberg-Caves-Frazer method Use acfest With STATA 19
https://ristek.link/acfest
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Estimate productivity - Ackerberg-Caves-Frazer correction Use prodestACF (prodest) With (In) R Software
https://ln.run/prodestACF
Production function estimation using the Ackerberg-Caves-Frazer method Use acfest With STATA 19
https://ristek.link/acfest
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Functions and data for smooth land use regression modeling Use smoothLUR With (In) R Software
https://dik.si/smoothLUR
Empirical dynamic modeling and convergent cross-mapping Use edm With STATA 19
https://ln.run/eedm
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Functions and data for smooth land use regression modeling Use smoothLUR With (In) R Software
https://dik.si/smoothLUR
Empirical dynamic modeling and convergent cross-mapping Use edm With STATA 19
https://ln.run/eedm
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Skellam regression estimator Use skellam.reg (skellam) With (In) R Software
https://ln.run/skellamreg
Spatial Panel Arellano-Bond Linear Dynamic Regression: Lag & Durbin Models Use spregdpd With STATA 19
https://ristek.link/spregdpd
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Skellam regression estimator Use skellam.reg (skellam) With (In) R Software
https://ln.run/skellamreg
Spatial Panel Arellano-Bond Linear Dynamic Regression: Lag & Durbin Models Use spregdpd With STATA 19
https://ristek.link/spregdpd
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Generalized linear models for categorical responses Use glmcat (GLMcat) With (In) R Software
https://dik.si/glmcat
The Keane & Runkle Estimator for Dynamic Panel Estimation Use xtkr With STATA 19
https://ln.run/xtkr
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Generalized linear models for categorical responses Use glmcat (GLMcat) With (In) R Software
https://dik.si/glmcat
The Keane & Runkle Estimator for Dynamic Panel Estimation Use xtkr With STATA 19
https://ln.run/xtkr
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

DFL (DiNardo, Fortin, and Lemieux) reweighting decomposition Use dfl_decompose (ddecompose) With (In) R Software
https://ln.run/dfl_decompose
DiNardo, Fortin and Lemieux Counterfacual Kernel Density Use dfl With STATA 19
https://ristek.link/dfl
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

DFL (DiNardo, Fortin, and Lemieux) reweighting decomposition Use dfl_decompose (ddecompose) With (In) R Software
https://ln.run/dfl_decompose
DiNardo, Fortin and Lemieux Counterfacual Kernel Density Use dfl With STATA 19
https://ristek.link/dfl
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Estimate the mKBO (multi-group Kitagawa-Blinder-Oaxaca) decomposition Use mkbo (mKBO) With (In) R Software
https://s.id/_mkbo
Quantile approach by Combes et al. (2012) Use estquant With STATA 19
https://s.id/estquant
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Estimate the mKBO (multi-group Kitagawa-Blinder-Oaxaca) decomposition Use mkbo (mKBO) With (In) R Software
https://s.id/_mkbo
Quantile approach by Combes et al. (2012) Use estquant With STATA 19
https://s.id/estquant
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Stochastic frontier estimation (SFA) Use Benchmarking With (In) R Software
https://ln.run/Benchmarking
Calculate the Breusch-Pagan LM statistic after regress Use bpagan With STATA 19
https://ristek.link/bpagan
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Stochastic frontier estimation (SFA) Use Benchmarking With (In) R Software
https://ln.run/Benchmarking
Calculate the Breusch-Pagan LM statistic after regress Use bpagan With STATA 19
https://ristek.link/bpagan
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Studentized Breusch-Pagan test Use bptest (lmtest) With (In) R Software
https://dik.si/bptest
Breusch-Pagan LM test for cross-sectional correlation in fixed effects model Use xttest2 With STATA 19
https://ln.run/xttest2
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Studentized Breusch-Pagan test Use bptest (lmtest) With (In) R Software
https://dik.si/bptest
Breusch-Pagan LM test for cross-sectional correlation in fixed effects model Use xttest2 With STATA 19
https://ln.run/xttest2
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Address and Password Login Account Turnitin Student No Repository Free
Total number of resubmissions within 24 hours = 19 x 3 = 57 submissions (times).
The Turnitin account is active until December 2026.
https://www.whatsapp.com/channel/0029VaEUWTnHbFV6vsclYQ3f
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Address and Password Login Account Turnitin Student No Repository Free
Total number of resubmissions within 24 hours = 19 x 3 = 57 submissions (times).
The Turnitin account is active until December 2026.
https://www.whatsapp.com/channel/0029VaEUWTnHbFV6vsclYQ3f
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Fitting Linear Models with one Endogenous Regressor using Latent Instrumental Variables Use latentIV (REndo) With (In) R Software
https://ln.run/latentIV
Instrumental variables via Generalized Method of Moments Use ivgmm0 With STATA 19
https://ristek.link/ivgmm0
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Fitting Linear Models with one Endogenous Regressor using Latent Instrumental Variables Use latentIV (REndo) With (In) R Software
https://ln.run/latentIV
Instrumental variables via Generalized Method of Moments Use ivgmm0 With STATA 19
https://ristek.link/ivgmm0
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

A Multi-Method Difference-in-Differences Estimator Use did_wrapper (fect) With (In) R Software
https://ln.run/did_wrapper
Levin-Lin-Chu panel unit root test Use levinlin With STATA 19
https://ristek.link/levinlin
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

A Multi-Method Difference-in-Differences Estimator Use did_wrapper (fect) With (In) R Software
https://ln.run/did_wrapper
Levin-Lin-Chu panel unit root test Use levinlin With STATA 19
https://ristek.link/levinlin
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Test of the cointegrating rank Use rank.test (tsDyn) With (in) R software
https://dik.si/ranktest
Statistics to determine the appropriate lag length in VARs, ECMs Use varlag With STATA 19
https://ln.run/varlag
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Joint Test-Statistic for the Null of Non-Cointegration Use bayerhanck (combcoint) With (In) R Software
https://ln.run/bayerhanck
Non-cointegration test between two time series in the frequency domain, as in Souza et al (2018) Use ncointtest With STATA 19
https://ristek.link/ncointtest
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Recursive Augmented Dickey-Fuller Test Use radf (exuber) With (In) R Software
https://dik.si/_radf
Calculate unit root tests for explosive behaviour Use radf With STATA 19
https://ln.run/_radf
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Rank Preserving Structural Failure Time Model (RPSFTM) for Treatment Switching Use rpsftm (trtswitch) With (In) R Software
https://ln.run/trtswitch
Dose-Response model with "continuous" treatment, endogeneity and heterogeneous response to observable confounders Use ctreatreg With STATA 19
https://ristek.link/ctreatreg
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Rank-preserving structural failure time models for survival data Use rpsftm With (In) R Software
https://dik.si/rpsftm
Estimate a treatment effect adjusting for treatment switches Use strbee With STATA 19
https://ln.run/strbee
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

McDonald's Omega for Items or Scales Use item_omega (performance) With (In) R Software
https://dik.si/item_omega
White Non Normality Lagrange Multiplier Test after OLS Regression Use lmnwhite With STATA 19
https://ln.run/lmnwhite
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Robust Cronbach's alpha and McDonald's omega Use alpha and omega (coefficientalpha) With (In) R Software
https://ln.run/coefficientalpha
Raykov's factor reliability coefficient Use relicoef With STATA 19
https://ristek.link/relicoef
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Interrupted Time Series Analyses Use itsa.model (its.analysis) With (In) R Software
https://ln.run/itsamodel
Estimation of and inference on counterfactual distributions Use counterfactual With STATA 19
https://ristek.link/counterfactual
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang #programming

Leybourne Newbold and Vougas (1998) nonlinear unit root test function Use LNV_1998_unit_root (NonlinearTSA) With (In) R Software
https://dik.si/LNV_1998_unit_root
Hylleberg-Engle-Granger-Yoo (HEGY) Seasonal unit root test for quarterly data Use hegy4 With STATA 19
https://ln.run/hegy4
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang

Regularized Differential Item Functioning Use regDIF With (In) R Software
https://ln.run/regDIF
Calculate Leybourne (1995) ADFmax unit-root test statistic along with finite-sample critical values and associated p-values Use adfmaxur With STATA 19
https://ristek.link/adfmaxur
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang

Bayesian Projected Normal Regression Models for Circular Data Use bpnr (bpnreg) With (In) R Software
https://ln.run/bpnr
Wheeler-Watson-Mardia test for circular data Use circwwm With STATA 19
https://ristek.link/circwwm
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang

D-Vine GAM Copula based Quantile Regression Use gamvinereg With (In) R Software
https://dik.si/gamvinereg
Arellano and Bonhomme (2017) quantile selection model (by Martin Biewen and Pascal Erhardt, 2020) Use arhomme With STATA 19
https://ln.run/arhomme
#rstudio #rsoftware #softwarer #stata #stata19 #olahdatasemarang

**geometa** provides an essential object-oriented data model in R, enabling users to efficiently manage geographic metadata.

The package facilitates handling of ISO and OGC standard geographic metadata and their dissemination on the web.

In this interview, we speak with **Emmanuel Blondel**, the author of geometa, ows4R, geosapi, geonapi and geoflow—key R packages for geospatial data management.

https://r-consortium.org/posts/exploring-geometa-an-r-package-for-managing-geographic-metadata/

#rstats #rsoftware #rstatistics #rspatial #OGC #FOSS4G

Do you want to know how the structure of the rock record affects your reconstructions of #biodiversity, #evolution rates or trait evolution? The groundwork for doing this has been laid down in the field of #StratigraphicPaleobiology but until now no software tools have been available to researchers in #paleobiology and #geoscience to evaluate distortion of their #FossilRecord.

Join the webinar on Building modeling pipelines for stratigraphic paleobiology in #RSoftware by my PhD student @Niklas_Hohmann in the Paleoverse lecture series hhttps://palaeoverse.org/lectures this Thursday at 4 PM UTC to learn how to use the new package StratPal developed in my European Research Council (ERC) project #MindTheGap

You can find the package with extensive documentation here: https://mindthegap-erc.github.io/StratPal/
More on the project: https://mindthegap-erc.github.io/

If you are interested in working with us on #StratigraphicPaleobiology, structure of the fossil record, and development of #OpenSource research software, please get in touch!

Accessing Elevation Data In R With The Elevatr Package
--
https://cran.r-project.org/web/packages/elevatr/vignettes/introduction_to_elevatr.html <-- shared tutorial
--
https://apps.nationalmap.gov/epqs/ <-- USGS Elevation Point Query Service
--
[I saved this one for when I get a change to get back to R learning!]
#GIS #spatial #mapping #elevation #model #modeling #3DEP #R #code #coding #elevatr #LiDAR #pointdata #opendata #surface #tutorial #onlinelearning #learning #RSoftware #r #package #rprogramming #USGS #opensource #DEM #spatialanalysis #3d #3dmodel