{ "_id": "6a587ff0ff0138dec5d74495", "Package": "EcoMetrics", "Title": "Econometrics Model Building", "Version": "0.1.1", "Authors@R": "person(\"Mutua\", \"Kilai\", , \"kilaimutua@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-6290-9728\"))", "Description": "An intuitive and user-friendly package designed to aid\nundergraduate students in understanding and applying\neconometric methods in their studies, Tailored specifically for\nEconometrics and Regression Modeling courses, it provides a\npractical toolkit for modeling and analyzing econometric data\nwith detailed inference capabilities.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "LazyData": "true", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-16 06:50:32 UTC", "User": "root" }, "Author": "Mutua Kilai [aut, cre]\n()", "Maintainer": "Mutua Kilai ", "Config/pak/sysreqs": "cmake make libicu-dev libssl-dev", "Repository": "https://mutuasam.r-universe.dev", "Date/Publication": "2025-01-28 16:30:06 UTC", "RemoteUrl": "https://github.com/cran/EcoMetrics", "RemoteRef": "HEAD", "RemoteSha": "73dd798f334a5fc445fddf1862d914231a8e2892", "_user": "mutuasam", "_type": "src", "_file": "EcoMetrics_0.1.1.tar.gz", "_fileid": "https://r2.ropensci.org/4e83d8aaeff033a3c6d5808bc825f5e990f515549f1449f57a3f4b29df123e65", "_filesize": 154480, "_sha256": "4e83d8aaeff033a3c6d5808bc825f5e990f515549f1449f57a3f4b29df123e65", "_expires": "2026-10-24T06:53:34.000Z", "_created": "2026-07-16T06:50:32.000Z", "_published": "2026-07-16T06:53:36.152Z", "_jobs": [ { "job": 87554951747, "time": 143, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8367334772" }, { "job": 87554951772, "time": 149, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8367336576" }, { "job": 87554951803, "time": 85, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8367314646" }, { "job": 87554951801, "time": 113, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8367324084" }, { "job": 87554433147, "time": 188, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8367284366" }, { "job": 87554951765, "time": 128, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8367329217" }, { "job": 87554951817, "time": 76, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8367311955" }, { "job": 87554951929, "time": 79, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8367312864" }, { "job": 87554951820, "time": 77, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8367312076" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/mutuasam/actions/runs/29477762860", "_status": "success", "_upstream": "https://github.com/cran/EcoMetrics", "_commit": { "id": "73dd798f334a5fc445fddf1862d914231a8e2892", "author": "Mutua Kilai ", "committer": "cran-robot ", "message": "version 0.1.1\n", "time": 1738081806 }, "_maintainer": { "name": "Mutua Kilai", "email": "kilaimutua@gmail.com", "login": "mutuasam", "description": "", "uuid": 41999844, "orcid": "0000-0001-6290-9728" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "car", "role": "Imports" }, { "package": "forecast", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "insight", "role": "Imports" }, { "package": "lmtest", "role": "Imports" }, { "package": "moments", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "tseries", "role": "Imports" }, { "package": "knitr", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "mutuasam", "count": 1, "uuid": 41999844 } ], "_userbio": { "uuid": 41999844, "type": "user", "name": "mutuasam", "followers": 0 }, "_downloads": { "count": 228, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/EcoMetrics" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/EcoMetrics.html", "LICENSE", "manual.pdf" ], "_realowner": "mutuasam", "_cranurl": false, "_releases": [ { "version": "0.1.1", "date": "2025-01-28" } ], "_exports": [ "ACF_PLOT", "autocorrelation_assumption", "best_arima", "check_model_sig", "check_stationarity", "fit_arima", "get_coefficients_variance", "get_confint", "get_significant_predictors", "heteroscedasticity_assumption", "multicollinearity_assumption", "normality_assumption", "ols_model", "ols_model_sig", "ols_model_stats", "PACF_PLOT", "predict_dep_var", "select_optimal_model" ], "_datasets": [ { "name": "eduperform", "title": "Student Performance Data", "object": "eduperform", "class": [ "data.frame" ], "fields": [ "hs", "ps", "ea", "sh", "sqpp", "pi" ], "rows": 10000, "table": true, "tojson": true }, { "name": "keconomy", "title": "Kenya Unemployment Rate and GDP Growth rate for 1999-2023", "object": "keconomy", "class": [ "data.frame" ], "fields": [ "Year", "UR", "GR" ], "rows": 25, "table": true, "tojson": true } ], "_help": [ { "page": "ACF_PLOT", "title": "Plots ACF of a univariate time series", "topics": [ "ACF_PLOT" ] }, { "page": "autocorrelation_assumption", "title": "Check model for residual independence", "topics": [ "autocorrelation_assumption" ] }, { "page": "best_arima", "title": "Select Optimal Model based on BIC", "topics": [ "best_arima" ] }, { "page": "check_model_sig", "title": "Checking Overall Model Significance", "topics": [ "check_model_sig" ] }, { "page": "check_stationarity", "title": "Check Series for Weak Stationarity", "topics": [ "check_stationarity" ] }, { "page": "eduperform", "title": "Student Performance Data", "topics": [ "eduperform" ] }, { "page": "fit_arima", "title": "Fit ARIMA models to univariate data", "topics": [ "fit_arima" ] }, { "page": "get_coefficients_variance", "title": "Get variance of the model coefficients", "topics": [ "get_coefficients_variance" ] }, { "page": "get_confint", "title": "Confidence Intervals of Model Parameters", "topics": [ "get_confint" ] }, { "page": "get_significant_predictors", "title": "Obtaining only significant predictors from a model", "topics": [ "get_significant_predictors" ] }, { "page": "heteroscedasticity_assumption", "title": "Checking heteroscedasticity assumption", "topics": [ "heteroscedasticity_assumption" ] }, { "page": "keconomy", "title": "Kenya Unemployment Rate and GDP Growth rate for 1999-2023", "topics": [ "keconomy" ] }, { "page": "multicollinearity_assumption", "title": "Multicollinearity Assumption", "topics": [ "multicollinearity_assumption" ] }, { "page": "normality_assumption", "title": "Checking normality of residuals", "topics": [ "normality_assumption" ] }, { "page": "ols_model", "title": "Fitting a simple or multiple linear regression", "topics": [ "ols_model" ] }, { "page": "ols_model_sig", "title": "F-statistic attributes", "topics": [ "ols_model_sig" ] }, { "page": "ols_model_stats", "title": "Model Summary Statistics", "topics": [ "ols_model_stats" ] }, { "page": "PACF_PLOT", "title": "Plots PACF of a univariate time series", "topics": [ "PACF_PLOT" ] }, { "page": "predict_dep_var", "title": "Prediction from new observations", "topics": [ "predict_dep_var" ] }, { "page": "select_optimal_model", "title": "Choosing Best Model Based on AIC, BIC and Adjusted R Squared", "topics": [ "select_optimal_model" ] } ], "_rundeps": [ "abind", "backports", "boot", "broom", "car", "carData", "cli", "colorspace", "cowplot", "cpp11", "curl", "Deriv", "doBy", "dplyr", "farver", "forecast", "Formula", "fracdiff", "generics", "ggplot2", "glue", "gtable", "insight", "isoband", "jsonlite", "labeling", "lattice", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "mgcv", "minqa", "modelr", "moments", "nlme", "nloptr", "nnet", "numDeriv", "pbkrtest", "pillar", "pkgconfig", "purrr", "quadprog", "quantmod", "quantreg", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "rlang", "S7", "scales", "SparseM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timeDate", "tseries", "TTR", "urca", "utf8", "vctrs", "viridisLite", "withr", "xts", "zoo" ], "_score": 1, "_indexed": true, "_nocasepkg": "ecometrics", "_universes": [ "mutuasam" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.1", "date": "2026-07-16T06:52:54.000Z", "distro": "resolute", "commit": "73dd798f334a5fc445fddf1862d914231a8e2892", "fileid": "https://r2.ropensci.org/f3b8f988d644c479c3f175a994ac02cb8ec3925a01c074f447518d01b8e75d9e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mutuasam/actions/runs/29477762860" }, { "r": "4.6.1", "os": "linux", "version": "0.1.1", "date": "2026-07-16T06:53:00.000Z", "distro": "resolute", "commit": "73dd798f334a5fc445fddf1862d914231a8e2892", "fileid": "https://r2.ropensci.org/c63ba05dda1c81f992e423e76bc5ca59e7cf00c1b2fedbf4cc0f70b2ad959691", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mutuasam/actions/runs/29477762860" }, { "r": "4.5.3", "os": "mac", "version": "0.1.1", "date": "2026-07-16T06:52:00.000Z", "commit": "73dd798f334a5fc445fddf1862d914231a8e2892", "fileid": "https://r2.ropensci.org/bf88c16f4e8fa3649540a0c9f78736e744496c9430ca0235b7ee7736563cc4ce", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mutuasam/actions/runs/29477762860" }, { "r": "4.6.1", "os": "mac", "version": "0.1.1", "date": "2026-07-16T06:52:24.000Z", "commit": "73dd798f334a5fc445fddf1862d914231a8e2892", "fileid": "https://r2.ropensci.org/066061701e219f219f346d81e1fe04a7f435a5ee579e630e513328e2d7ea1fa1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mutuasam/actions/runs/29477762860" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.1", "date": "2026-07-16T06:52:52.000Z", "commit": "73dd798f334a5fc445fddf1862d914231a8e2892", "fileid": "https://r2.ropensci.org/fbfecc6f4c9278e43306e422f5697e84cb230a69dbedf97a8b8b6ce35304b210", "status": "success", "buildurl": "https://github.com/r-universe/mutuasam/actions/runs/29477762860" }, { "r": "4.7.0", "os": "win", "version": "0.1.1", "date": "2026-07-16T06:51:43.000Z", "commit": "73dd798f334a5fc445fddf1862d914231a8e2892", "fileid": "https://r2.ropensci.org/38348f64386f2907c7c2998c70c51b73acdc5301b217edddd1af0cdb82be1081", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mutuasam/actions/runs/29477762860" }, { "r": "4.5.3", "os": "win", "version": "0.1.1", "date": "2026-07-16T06:51:45.000Z", "commit": "73dd798f334a5fc445fddf1862d914231a8e2892", "fileid": "https://r2.ropensci.org/0a44b04882f3a3595d3559d11c29db5d5638aa961c233cc34fa92e35d50c563f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mutuasam/actions/runs/29477762860" }, { "r": "4.6.1", "os": "win", "version": "0.1.1", "date": "2026-07-16T06:51:42.000Z", "commit": "73dd798f334a5fc445fddf1862d914231a8e2892", "fileid": "https://r2.ropensci.org/ba2fa9da8f508d8ae5889b9294610c4611e7def7b90179fb7981cf19f5c5a38b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mutuasam/actions/runs/29477762860" } ] }