commit cc2c0dc2a9d8cb7a09bc997e03c814b42fda1e5f
parent 49b21534a47752b386cd6584e5eb8a5f9ac898eb
Author: erikloulou <[email protected]>
Date: Mon, 6 Jun 2022 12:39:56 +0200
Update data to 201712
Diffstat:
7 files changed, 1188 insertions(+), 1152 deletions(-)
diff --git a/log/R-session-info.log.R b/log/R-session-info.log.R
@@ -4,149 +4,154 @@
# Session info for import_predictors
─ Session info ───────────────────────────────────────────────────────────────
- setting value
- version R version 3.6.2 (2019-12-12)
- os macOS Mojave 10.14.6
- system x86_64, darwin15.6.0
- ui X11
- language (EN)
- collate en_US.UTF-8
- ctype en_US.UTF-8
- tz America/New_York
- date 2020-03-23
+ setting value
+ version R version 4.1.3 (2022-03-10)
+ os macOS Big Sur/Monterey 10.16
+ system x86_64, darwin17.0
+ ui X11
+ language (EN)
+ collate en_US.UTF-8
+ ctype en_US.UTF-8
+ tz Europe/Budapest
+ date 2022-06-06
+ pandoc 2.18 @ /usr/local/bin/pandoc
─ Packages ───────────────────────────────────────────────────────────────────
- package * version date lib source
- alfred * 0.1.7 2019-04-01 [1] CRAN (R 3.6.0)
- assertthat 0.2.1 2019-03-21 [1] CRAN (R 3.6.0)
- backports 1.1.5 2019-10-02 [1] CRAN (R 3.6.0)
- callr 3.4.2 2020-02-12 [1] CRAN (R 3.6.0)
- cli 2.0.2 2020-02-28 [1] CRAN (R 3.6.0)
- colorspace 1.4-1 2019-03-18 [1] CRAN (R 3.6.0)
- crayon * 1.3.4 2017-09-16 [1] CRAN (R 3.6.0)
- data.table * 1.12.9 2020-02-25 [1] local
- desc 1.2.0 2018-05-01 [1] CRAN (R 3.6.0)
- devtools * 2.2.1 2019-09-24 [1] CRAN (R 3.6.0)
- digest 0.6.25 2020-02-23 [1] CRAN (R 3.6.0)
- dplyr * 0.8.4 2020-01-31 [1] CRAN (R 3.6.0)
- ellipsis 0.3.0 2019-09-20 [1] CRAN (R 3.6.0)
- fansi 0.4.1 2020-01-08 [1] CRAN (R 3.6.2)
- forcats 0.4.0 2019-02-17 [1] CRAN (R 3.6.0)
- fs 1.3.1 2019-05-06 [1] CRAN (R 3.6.0)
- ggplot2 3.3.0 2020-03-05 [1] CRAN (R 3.6.0)
- glue 1.3.1 2019-03-12 [1] CRAN (R 3.6.0)
- gtable 0.3.0 2019-03-25 [1] CRAN (R 3.6.0)
- haven * 2.2.0 2019-11-08 [1] CRAN (R 3.6.0)
- hms 0.5.3 2020-01-08 [1] CRAN (R 3.6.2)
- jsonlite 1.6.1 2020-02-02 [1] CRAN (R 3.6.0)
- lazyeval 0.2.2 2019-03-15 [1] CRAN (R 3.6.0)
- lifecycle 0.2.0.9000 2020-03-11 [1] Github (r-lib/lifecycle@5ca22bb)
- lubridate * 1.7.4 2018-04-11 [1] CRAN (R 3.6.0)
- magrittr 1.5 2014-11-22 [1] CRAN (R 3.6.0)
- matrixStats 0.55.0 2019-09-07 [1] CRAN (R 3.6.0)
- memoise 1.1.0 2017-04-21 [1] CRAN (R 3.6.0)
- munsell 0.5.0 2018-06-12 [1] CRAN (R 3.6.0)
- pillar 1.4.3 2019-12-20 [1] CRAN (R 3.6.0)
- pkgbuild 1.0.6 2019-10-09 [1] CRAN (R 3.6.0)
- pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 3.6.0)
- pkgload 1.0.2 2018-10-29 [1] CRAN (R 3.6.0)
- prettyunits 1.1.1 2020-01-24 [1] CRAN (R 3.6.0)
- processx 3.4.2 2020-02-09 [1] CRAN (R 3.6.0)
- ps 1.3.2 2020-02-13 [1] CRAN (R 3.6.0)
- purrr 0.3.3 2019-10-18 [1] CRAN (R 3.6.0)
- R6 2.4.1 2019-11-12 [1] CRAN (R 3.6.0)
- Rcpp 1.0.3 2019-11-08 [1] CRAN (R 3.6.0)
- RcppRoll * 0.3.0 2018-06-05 [1] CRAN (R 3.6.0)
- remotes 2.1.0 2019-06-24 [1] CRAN (R 3.6.0)
- rlang 0.4.5 2020-03-01 [1] CRAN (R 3.6.0)
- rprojroot 1.3-2 2018-01-03 [1] CRAN (R 3.6.0)
- scales 1.1.0 2019-11-18 [1] CRAN (R 3.6.0)
- sessioninfo 1.1.1 2018-11-05 [1] CRAN (R 3.6.0)
- statar * 0.7.1 2019-07-05 [1] CRAN (R 3.6.0)
- stringi 1.4.6 2020-02-17 [1] CRAN (R 3.6.0)
- stringr * 1.4.0 2019-02-10 [1] CRAN (R 3.6.0)
- testthat 2.3.2 2020-03-02 [1] CRAN (R 3.6.0)
- tibble 2.1.3 2019-06-06 [1] CRAN (R 3.6.0)
- tidyr 1.0.0 2019-09-11 [1] CRAN (R 3.6.0)
- tidyselect 1.0.0 2020-01-27 [1] CRAN (R 3.6.0)
- usethis * 1.5.1 2019-07-04 [1] CRAN (R 3.6.0)
- vctrs 0.2.4 2020-03-10 [1] CRAN (R 3.6.2)
- withr 2.1.2 2018-03-15 [1] CRAN (R 3.6.0)
+ package * version date (UTC) lib source
+ alfred * 0.2.0 2021-07-26 [1] CRAN (R 4.1.0)
+ brio 1.1.3 2021-11-30 [1] CRAN (R 4.1.0)
+ cachem 1.0.6 2021-08-19 [1] CRAN (R 4.1.0)
+ callr 3.7.0 2021-04-20 [1] CRAN (R 4.1.0)
+ cli 3.2.0 2022-02-14 [1] CRAN (R 4.1.2)
+ colorspace 2.0-3 2022-02-21 [1] CRAN (R 4.1.2)
+ crayon * 1.5.0 2022-02-14 [1] CRAN (R 4.1.2)
+ data.table * 1.14.2 2021-09-27 [1] CRAN (R 4.1.0)
+ desc 1.4.1 2022-03-06 [1] CRAN (R 4.1.2)
+ devtools * 2.4.3 2021-11-30 [1] CRAN (R 4.1.0)
+ dplyr * 1.0.8 2022-02-08 [1] CRAN (R 4.1.2)
+ ellipsis 0.3.2 2021-04-29 [1] CRAN (R 4.1.0)
+ fansi 1.0.2 2022-01-14 [1] CRAN (R 4.1.2)
+ fastmap 1.1.0 2021-01-25 [1] CRAN (R 4.1.0)
+ forcats 0.5.1 2021-01-27 [1] CRAN (R 4.1.0)
+ fs 1.5.2 2021-12-08 [1] CRAN (R 4.1.0)
+ generics 0.1.2 2022-01-31 [1] CRAN (R 4.1.2)
+ ggplot2 3.3.5 2021-06-25 [1] CRAN (R 4.1.0)
+ glue 1.6.2 2022-02-24 [1] CRAN (R 4.1.2)
+ gtable 0.3.0 2019-03-25 [1] CRAN (R 4.1.0)
+ haven * 2.4.3 2021-08-04 [1] CRAN (R 4.1.0)
+ hms 1.1.1 2021-09-26 [1] CRAN (R 4.1.0)
+ httr 1.4.2 2020-07-20 [1] CRAN (R 4.1.0)
+ jsonlite 1.8.0 2022-02-22 [1] CRAN (R 4.1.2)
+ lifecycle 1.0.1 2021-09-24 [1] CRAN (R 4.1.0)
+ lubridate * 1.8.0 2021-10-07 [1] CRAN (R 4.1.0)
+ magrittr 2.0.2 2022-01-26 [1] CRAN (R 4.1.2)
+ memoise 2.0.1 2021-11-26 [1] CRAN (R 4.1.0)
+ munsell 0.5.0 2018-06-12 [1] CRAN (R 4.1.0)
+ pillar 1.7.0 2022-02-01 [1] CRAN (R 4.1.2)
+ pkgbuild 1.3.1 2021-12-20 [1] CRAN (R 4.1.0)
+ pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.1.0)
+ pkgload 1.2.4 2021-11-30 [1] CRAN (R 4.1.0)
+ prettyunits 1.1.1 2020-01-24 [1] CRAN (R 4.1.0)
+ processx 3.5.2 2021-04-30 [1] CRAN (R 4.1.0)
+ ps 1.6.0 2021-02-28 [1] CRAN (R 4.1.0)
+ purrr 0.3.4 2020-04-17 [1] CRAN (R 4.1.0)
+ R6 2.5.1 2021-08-19 [1] CRAN (R 4.1.0)
+ Rcpp 1.0.8.3 2022-03-17 [1] CRAN (R 4.1.2)
+ RcppRoll * 0.3.0 2018-06-05 [1] CRAN (R 4.1.0)
+ remotes 2.4.2 2021-11-30 [1] CRAN (R 4.1.0)
+ rlang 1.0.2 2022-03-04 [1] CRAN (R 4.1.2)
+ rprojroot 2.0.2 2020-11-15 [1] CRAN (R 4.1.0)
+ scales 1.1.1 2020-05-11 [1] CRAN (R 4.1.0)
+ sessioninfo 1.2.2 2021-12-06 [1] CRAN (R 4.1.0)
+ statar * 0.7.3 2020-11-19 [1] CRAN (R 4.1.0)
+ stringi 1.7.6 2021-11-29 [1] CRAN (R 4.1.0)
+ stringr * 1.4.0 2019-02-10 [1] CRAN (R 4.1.0)
+ testthat 3.1.2 2022-01-20 [1] CRAN (R 4.1.2)
+ tibble 3.1.6 2021-11-07 [1] CRAN (R 4.1.0)
+ tidyr 1.2.0 2022-02-01 [1] CRAN (R 4.1.2)
+ tidyselect 1.1.2 2022-02-21 [1] CRAN (R 4.1.2)
+ usethis * 2.1.5 2021-12-09 [1] CRAN (R 4.1.0)
+ utf8 1.2.2 2021-07-24 [1] CRAN (R 4.1.0)
+ vctrs 0.3.8 2021-04-29 [1] CRAN (R 4.1.0)
+ withr 2.5.0 2022-03-03 [1] CRAN (R 4.1.2)
-[1] /Library/Frameworks/R.framework/Versions/3.6/Resources/library
+ [1] /Library/Frameworks/R.framework/Versions/4.1/Resources/library
+
+──────────────────────────────────────────────────────────────────────────────
# -----
# Session info for rp_measure.csv
─ Session info ───────────────────────────────────────────────────────────────
- setting value
- version R version 3.6.2 (2019-12-12)
- os macOS Mojave 10.14.6
- system x86_64, darwin15.6.0
- ui X11
- language (EN)
- collate en_US.UTF-8
- ctype en_US.UTF-8
- tz America/New_York
- date 2020-03-23
+ setting value
+ version R version 4.1.3 (2022-03-10)
+ os macOS Big Sur/Monterey 10.16
+ system x86_64, darwin17.0
+ ui X11
+ language (EN)
+ collate en_US.UTF-8
+ ctype en_US.UTF-8
+ tz Europe/Budapest
+ date 2022-06-06
+ pandoc 2.18 @ /usr/local/bin/pandoc
─ Packages ───────────────────────────────────────────────────────────────────
- package * version date lib source
- assertthat 0.2.1 2019-03-21 [1] CRAN (R 3.6.0)
- backports 1.1.5 2019-10-02 [1] CRAN (R 3.6.0)
- callr 3.4.2 2020-02-12 [1] CRAN (R 3.6.0)
- cli 2.0.2 2020-02-28 [1] CRAN (R 3.6.0)
- colorspace 1.4-1 2019-03-18 [1] CRAN (R 3.6.0)
- crayon * 1.3.4 2017-09-16 [1] CRAN (R 3.6.0)
- data.table * 1.12.9 2020-02-25 [1] local
- desc 1.2.0 2018-05-01 [1] CRAN (R 3.6.0)
- devtools * 2.2.1 2019-09-24 [1] CRAN (R 3.6.0)
- digest 0.6.25 2020-02-23 [1] CRAN (R 3.6.0)
- dplyr 0.8.4 2020-01-31 [1] CRAN (R 3.6.0)
- ellipsis 0.3.0 2019-09-20 [1] CRAN (R 3.6.0)
- fansi 0.4.1 2020-01-08 [1] CRAN (R 3.6.2)
- fs 1.3.1 2019-05-06 [1] CRAN (R 3.6.0)
- ggplot2 * 3.3.0 2020-03-05 [1] CRAN (R 3.6.0)
- glue 1.3.1 2019-03-12 [1] CRAN (R 3.6.0)
- gtable 0.3.0 2019-03-25 [1] CRAN (R 3.6.0)
- lattice 0.20-38 2018-11-04 [1] CRAN (R 3.6.2)
- lazyeval 0.2.2 2019-03-15 [1] CRAN (R 3.6.0)
- lifecycle 0.2.0.9000 2020-03-11 [1] Github (r-lib/lifecycle@5ca22bb)
- lmtest * 0.9-37 2019-04-30 [1] CRAN (R 3.6.0)
- lubridate * 1.7.4 2018-04-11 [1] CRAN (R 3.6.0)
- magrittr 1.5 2014-11-22 [1] CRAN (R 3.6.0)
- matrixStats 0.55.0 2019-09-07 [1] CRAN (R 3.6.0)
- memoise 1.1.0 2017-04-21 [1] CRAN (R 3.6.0)
- munsell 0.5.0 2018-06-12 [1] CRAN (R 3.6.0)
- pillar 1.4.3 2019-12-20 [1] CRAN (R 3.6.0)
- pkgbuild 1.0.6 2019-10-09 [1] CRAN (R 3.6.0)
- pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 3.6.0)
- pkgload 1.0.2 2018-10-29 [1] CRAN (R 3.6.0)
- prettyunits 1.1.1 2020-01-24 [1] CRAN (R 3.6.0)
- processx 3.4.2 2020-02-09 [1] CRAN (R 3.6.0)
- ps 1.3.2 2020-02-13 [1] CRAN (R 3.6.0)
- purrr 0.3.3 2019-10-18 [1] CRAN (R 3.6.0)
- R6 2.4.1 2019-11-12 [1] CRAN (R 3.6.0)
- Rcpp 1.0.3 2019-11-08 [1] CRAN (R 3.6.0)
- remotes 2.1.0 2019-06-24 [1] CRAN (R 3.6.0)
- rlang 0.4.5 2020-03-01 [1] CRAN (R 3.6.0)
- rprojroot 1.3-2 2018-01-03 [1] CRAN (R 3.6.0)
- sandwich * 2.5-1 2019-04-06 [1] CRAN (R 3.6.0)
- scales 1.1.0 2019-11-18 [1] CRAN (R 3.6.0)
- sessioninfo 1.1.1 2018-11-05 [1] CRAN (R 3.6.0)
- stargazer * 5.2.2 2018-05-30 [1] CRAN (R 3.6.0)
- statar * 0.7.1 2019-07-05 [1] CRAN (R 3.6.0)
- stringi 1.4.6 2020-02-17 [1] CRAN (R 3.6.0)
- stringr * 1.4.0 2019-02-10 [1] CRAN (R 3.6.0)
- testthat 2.3.2 2020-03-02 [1] CRAN (R 3.6.0)
- tibble 2.1.3 2019-06-06 [1] CRAN (R 3.6.0)
- tidyr 1.0.0 2019-09-11 [1] CRAN (R 3.6.0)
- tidyselect 1.0.0 2020-01-27 [1] CRAN (R 3.6.0)
- usethis * 1.5.1 2019-07-04 [1] CRAN (R 3.6.0)
- vctrs 0.2.4 2020-03-10 [1] CRAN (R 3.6.2)
- wesanderson * 0.3.6 2018-04-20 [1] CRAN (R 3.6.0)
- withr 2.1.2 2018-03-15 [1] CRAN (R 3.6.0)
- zoo * 1.8-7 2020-01-10 [1] CRAN (R 3.6.0)
+ package * version date (UTC) lib source
+ brio 1.1.3 2021-11-30 [1] CRAN (R 4.1.0)
+ cachem 1.0.6 2021-08-19 [1] CRAN (R 4.1.0)
+ callr 3.7.0 2021-04-20 [1] CRAN (R 4.1.0)
+ cli 3.2.0 2022-02-14 [1] CRAN (R 4.1.2)
+ colorspace 2.0-3 2022-02-21 [1] CRAN (R 4.1.2)
+ crayon * 1.5.0 2022-02-14 [1] CRAN (R 4.1.2)
+ data.table * 1.14.2 2021-09-27 [1] CRAN (R 4.1.0)
+ desc 1.4.1 2022-03-06 [1] CRAN (R 4.1.2)
+ devtools * 2.4.3 2021-11-30 [1] CRAN (R 4.1.0)
+ dplyr 1.0.8 2022-02-08 [1] CRAN (R 4.1.2)
+ ellipsis 0.3.2 2021-04-29 [1] CRAN (R 4.1.0)
+ fansi 1.0.2 2022-01-14 [1] CRAN (R 4.1.2)
+ fastmap 1.1.0 2021-01-25 [1] CRAN (R 4.1.0)
+ fs 1.5.2 2021-12-08 [1] CRAN (R 4.1.0)
+ generics 0.1.2 2022-01-31 [1] CRAN (R 4.1.2)
+ ggplot2 * 3.3.5 2021-06-25 [1] CRAN (R 4.1.0)
+ glue 1.6.2 2022-02-24 [1] CRAN (R 4.1.2)
+ gtable 0.3.0 2019-03-25 [1] CRAN (R 4.1.0)
+ lattice 0.20-45 2021-09-22 [1] CRAN (R 4.1.3)
+ lifecycle 1.0.1 2021-09-24 [1] CRAN (R 4.1.0)
+ lmtest * 0.9-40 2022-03-21 [1] CRAN (R 4.1.2)
+ lubridate * 1.8.0 2021-10-07 [1] CRAN (R 4.1.0)
+ magrittr 2.0.2 2022-01-26 [1] CRAN (R 4.1.2)
+ memoise 2.0.1 2021-11-26 [1] CRAN (R 4.1.0)
+ munsell 0.5.0 2018-06-12 [1] CRAN (R 4.1.0)
+ pillar 1.7.0 2022-02-01 [1] CRAN (R 4.1.2)
+ pkgbuild 1.3.1 2021-12-20 [1] CRAN (R 4.1.0)
+ pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.1.0)
+ pkgload 1.2.4 2021-11-30 [1] CRAN (R 4.1.0)
+ prettyunits 1.1.1 2020-01-24 [1] CRAN (R 4.1.0)
+ processx 3.5.2 2021-04-30 [1] CRAN (R 4.1.0)
+ ps 1.6.0 2021-02-28 [1] CRAN (R 4.1.0)
+ purrr 0.3.4 2020-04-17 [1] CRAN (R 4.1.0)
+ R6 2.5.1 2021-08-19 [1] CRAN (R 4.1.0)
+ remotes 2.4.2 2021-11-30 [1] CRAN (R 4.1.0)
+ rlang 1.0.2 2022-03-04 [1] CRAN (R 4.1.2)
+ rprojroot 2.0.2 2020-11-15 [1] CRAN (R 4.1.0)
+ sandwich * 3.0-1 2021-05-18 [1] CRAN (R 4.1.2)
+ scales 1.1.1 2020-05-11 [1] CRAN (R 4.1.0)
+ sessioninfo 1.2.2 2021-12-06 [1] CRAN (R 4.1.0)
+ stargazer * 5.2.3 2022-03-04 [1] CRAN (R 4.1.2)
+ statar * 0.7.3 2020-11-19 [1] CRAN (R 4.1.0)
+ stringi 1.7.6 2021-11-29 [1] CRAN (R 4.1.0)
+ stringr * 1.4.0 2019-02-10 [1] CRAN (R 4.1.0)
+ testthat 3.1.2 2022-01-20 [1] CRAN (R 4.1.2)
+ tibble 3.1.6 2021-11-07 [1] CRAN (R 4.1.0)
+ tidyselect 1.1.2 2022-02-21 [1] CRAN (R 4.1.2)
+ usethis * 2.1.5 2021-12-09 [1] CRAN (R 4.1.0)
+ utf8 1.2.2 2021-07-24 [1] CRAN (R 4.1.0)
+ vctrs 0.3.8 2021-04-29 [1] CRAN (R 4.1.0)
+ wesanderson * 0.3.6 2018-04-20 [1] CRAN (R 4.1.0)
+ withr 2.5.0 2022-03-03 [1] CRAN (R 4.1.2)
+ zoo * 1.8-10 2022-04-15 [1] CRAN (R 4.1.2)
+
+ [1] /Library/Frameworks/R.framework/Versions/4.1/Resources/library
-[1] /Library/Frameworks/R.framework/Versions/3.6/Resources/library
+──────────────────────────────────────────────────────────────────────────────
diff --git a/log/import_predictors.log.R b/log/import_predictors.log.R
@@ -1,7 +1,7 @@
-R version 3.6.2 (2019-12-12) -- "Dark and Stormy Night"
-Copyright (C) 2019 The R Foundation for Statistical Computing
-Platform: x86_64-apple-darwin15.6.0 (64-bit)
+R version 4.1.3 (2022-03-10) -- "One Push-Up"
+Copyright (C) 2022 The R Foundation for Statistical Computing
+Platform: x86_64-apple-darwin17.0 (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
@@ -48,7 +48,7 @@ Type 'q()' to quit R.
Log file for code executed at
> message(format(Sys.time(), "%a %b %d %X %Y"))
-Mon Mar 23 08:59:59 2020
+Mon Jun 06 12:38:01 2022
> ##################################################################################
>
>
@@ -91,9 +91,9 @@ Loading required package: lubridate
Attaching package: ‘lubridate’
-The following object is masked from ‘package:base’:
+The following objects are masked from ‘package:base’:
- date
+ date, intersect, setdiff, union
Loading required package: RcppRoll
Loading required package: statar
@@ -131,11 +131,11 @@ The following objects are masked from ‘package:dplyr’:
4: 195004 0.0115
5: 195005 0.0116
---
-838: 201910 0.0165
-839: 201911 0.0154
-840: 201912 0.0154
-841: 202001 0.0152
-842: 202002 0.0152
+848: 202008 0.0010
+849: 202009 0.0011
+850: 202010 0.0010
+851: 202011 0.0009
+852: 202012 0.0009
> # fwrite(dt_tbill, "./input/tbill.csv")
> ##################################################################################
>
@@ -187,11 +187,11 @@ The following objects are masked from ‘package:dplyr’:
4: 192603 NA
5: 192604 NA
---
-1125: 201908 0.02129861
-1126: 201909 0.02150184
-1127: 201910 0.02149657
-1128: 201911 0.02113526
-1129: 201912 0.02085788
+1152: 202111 0.01475104
+1153: 202112 0.01473475
+1154: 202201 0.01454479
+1155: 202202 0.01458693
+1156: 202203 0.01466498
> ##################################################################################
>
>
@@ -211,18 +211,18 @@ The following objects are masked from ‘package:dplyr’:
>
> dt_rmrf <- dt_rmrf[, .(dateym, rmrf_y3) ]
> dt_rmrf[ !is.na(rmrf_y3) ]
- dateym rmrf_y3
- 1: 195001 0.1916460
- 2: 195002 0.1844133
- 3: 195003 0.1738962
- 4: 195004 0.1472840
- 5: 195005 0.1328846
- ---
-800: 201608 0.0992516
-801: 201609 0.1035328
-802: 201610 0.1184933
-803: 201611 0.1160087
-804: 201612 0.1191020
+ dateym rmrf_y3
+ 1: 195001 0.19164596
+ 2: 195002 0.18441326
+ 3: 195003 0.17389623
+ 4: 195004 0.14728401
+ 5: 195005 0.13288460
+ ---
+812: 201708 0.10990858
+813: 201709 0.08875791
+814: 201710 0.07444771
+815: 201711 0.10732976
+816: 201712 0.12023222
> ##################################################################################
>
>
@@ -241,11 +241,11 @@ The following objects are masked from ‘package:dplyr’:
4: 195212 0.05522191 0.0209 0.22202729 0.02216598
5: 195303 0.05455042 0.0201 0.26058722 0.02152118
---
-256: 201512 0.02191273 0.0023 0.07466284 -0.02350179
-257: 201603 0.02265601 0.0029 0.11699368 -0.02321807
-258: 201606 0.02307582 0.0027 0.11884748 -0.01823511
-259: 201609 0.02297658 0.0029 0.10353283 -0.01942223
-260: 201612 0.02284611 0.0051 0.11910203 -0.01902802
+260: 201612 0.02284466 0.0051 0.11899389 -0.01902802
+261: 201703 0.02185142 0.0074 0.01294375 -0.02168661
+262: 201706 0.02147595 0.0098 0.07365837 -0.02432134
+263: 201709 0.02132813 0.0103 0.08875791 -0.02799587
+264: 201712 0.02075782 0.0132 0.12023222 -0.02490222
>
> fwrite(dt_predict, "./tmp/predict.csv")
> ##################################################################################
@@ -266,4 +266,4 @@ The following objects are masked from ‘package:dplyr’:
>
> proc.time()
user system elapsed
- 2.462 0.335 4.291
+ 1.506 0.172 2.113
diff --git a/log/rp_measure.log.R b/log/rp_measure.log.R
@@ -1,7 +1,7 @@
-R version 3.6.2 (2019-12-12) -- "Dark and Stormy Night"
-Copyright (C) 2019 The R Foundation for Statistical Computing
-Platform: x86_64-apple-darwin15.6.0 (64-bit)
+R version 4.1.3 (2022-03-10) -- "One Push-Up"
+Copyright (C) 2022 The R Foundation for Statistical Computing
+Platform: x86_64-apple-darwin17.0 (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
@@ -36,7 +36,7 @@ Type 'q()' to quit R.
Log file for code executed at
> message(format(Sys.time(), "%a %b %d %X %Y"))
-Mon Mar 23 09:00:04 2020
+Mon Jun 06 12:38:03 2022
> ##################################################################################
>
>
@@ -76,9 +76,9 @@ Loading required package: lubridate
Attaching package: ‘lubridate’
-The following object is masked from ‘package:base’:
+The following objects are masked from ‘package:base’:
- date
+ date, intersect, setdiff, union
Loading required package: lmtest
Loading required package: zoo
@@ -101,8 +101,8 @@ Loading required package: stargazer
Please cite as:
- Hlavac, Marek (2018). stargazer: Well-Formatted Regression and Summary Statistics Tables.
- R package version 5.2.2. https://CRAN.R-project.org/package=stargazer
+ Hlavac, Marek (2022). stargazer: Well-Formatted Regression and Summary Statistics Tables.
+ R package version 5.2.3. https://CRAN.R-project.org/package=stargazer
Loading required package: data.table
@@ -145,24 +145,24 @@ The following objects are masked from ‘package:lubridate’:
test test
(1) (2) (3) (4)
-------------------------------------------------------------------------------------------
-dp 3.633*** 3.633*** 3.411*** 3.411***
- (0.441) (1.075) (0.437) (1.133)
+dp 3.632*** 3.632*** 3.370*** 3.370***
+ (0.440) (1.074) (0.436) (1.135)
-cay 2.156*** 2.156*** 1.873*** 1.873***
- (0.261) (0.605) (0.250) (0.629)
+cay 2.156*** 2.156*** 1.814*** 1.814***
+ (0.261) (0.604) (0.246) (0.630)
-rf -0.938*** -0.938** -1.229*** -1.229***
- (0.177) (0.364) (0.163) (0.381)
+rf -0.938*** -0.938** -1.246*** -1.246***
+ (0.177) (0.364) (0.163) (0.378)
-Constant -0.019 -0.019 0.008 0.008
- (0.015) (0.037) (0.014) (0.037)
+Constant -0.019 -0.019 0.011 0.011
+ (0.015) (0.037) (0.013) (0.036)
-------------------------------------------------------------------------------------------
-Observations 236 260
-R2 0.384 0.351
-Adjusted R2 0.376 0.343
-Residual Std. Error 0.074 (df = 232) 0.074 (df = 256)
-F Statistic 48.180*** (df = 3; 232) 46.061*** (df = 3; 256)
+Observations 236 264
+R2 0.384 0.344
+Adjusted R2 0.376 0.336
+Residual Std. Error 0.074 (df = 232) 0.074 (df = 260)
+F Statistic 48.181*** (df = 3; 232) 45.459*** (df = 3; 260)
===========================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01
>
@@ -175,21 +175,21 @@ Note: *p<0.1; **p<0.05
===========================================================
Future Excess Returns
-----------------------------------------------------------
-D/P ratio 3.411***
- (0.437)
+D/P ratio 3.370***
+ (0.436)
-cay 1.873***
- (0.250)
+cay 1.814***
+ (0.246)
-T-bill (three-month) -1.229***
+T-bill (three-month) -1.246***
(0.163)
-Constant 0.008
- (0.014)
+Constant 0.011
+ (0.013)
-Observations 260
-R2 0.351
-F Statistic 46.061*** (df = 3; 256)
+Observations 264
+R2 0.344
+F Statistic 45.459*** (df = 3; 260)
-----------------------------------------------------------
Notes: ***Significant at the 1 percent level.
**Significant at the 5 percent level.
@@ -216,17 +216,17 @@ Notes: ***Significant at the 1 percent level.
+ dp, cay, rf, rmrf_y3, exp_rmrf)]
> dt_plot[]
date dp cay rf rmrf_y3 exp_rmrf
- 1: 1952-03-01 0.05817138 0.01510493 0.0159 0.18092953 0.21561991
- 2: 1952-06-01 0.05739649 0.02483727 0.0170 0.21642173 0.22985471
- 3: 1952-09-01 0.05709103 0.01484008 0.0171 0.23193277 0.20996430
- 4: 1952-12-01 0.05522191 0.02216598 0.0209 0.22202729 0.21264141
- 5: 1953-03-01 0.05455042 0.02152118 0.0201 0.26058722 0.21012652
+ 1: 1952-03-01 0.05817138 0.01510493 0.0159 0.18092953 0.21495611
+ 2: 1952-06-01 0.05739649 0.02483727 0.0170 0.21642173 0.22862789
+ 3: 1952-09-01 0.05709103 0.01484008 0.0171 0.23193277 0.20933933
+ 4: 1952-12-01 0.05522191 0.02216598 0.0209 0.22202729 0.21159354
+ 5: 1953-03-01 0.05455042 0.02152118 0.0201 0.26058722 0.20915790
---
-256: 2015-12-01 0.02191273 -0.02350179 0.0023 0.07466284 0.03635076
-257: 2016-03-01 0.02265601 -0.02321807 0.0029 0.11699368 0.03867995
-258: 2016-06-01 0.02307582 -0.01823511 0.0027 0.11884748 0.04969115
-259: 2016-09-01 0.02297658 -0.01942223 0.0029 0.10353283 0.04688330
-260: 2016-12-01 0.02284611 -0.01902802 0.0051 0.11910203 0.04447305
+260: 2016-12-01 0.02284466 -0.01902802 0.0051 0.11899389 0.04744519
+261: 2017-03-01 0.02185142 -0.02168661 0.0074 0.01294375 0.03640904
+262: 2017-06-01 0.02147595 -0.02432134 0.0098 0.07365837 0.02737347
+263: 2017-09-01 0.02132813 -0.02799587 0.0103 0.08875791 0.01958676
+264: 2017-12-01 0.02075782 -0.02490222 0.0132 0.12023222 0.01966250
>
>
> p0 <- dt_plot[, .(date, dp, cay, rf, rmrf_y3) ] %>%
@@ -256,4 +256,4 @@ Notes: ***Significant at the 1 percent level.
>
> proc.time()
user system elapsed
- 3.096 0.328 4.087
+ 2.456 0.224 2.887
diff --git a/output/msi.csv b/output/msi.csv
@@ -3,17 +3,17 @@ date,vwretd,vwretx
1926-01-30,0.0005610363,-0.001395089
1926-02-27,-0.03304553,-0.03658723
1926-03-31,-0.06400222,-0.07002128
-1926-04-30,0.03701948,0.03403132
+1926-04-30,0.03702872,0.03404304
1926-05-28,0.01209523,0.008584509
1926-06-30,0.05366369,0.04618894
-1926-07-31,0.03141126,0.029225
+1926-07-31,0.0314107,0.02922447
1926-08-31,0.02864728,0.02535763
1926-09-30,0.00578737,3.00449e-05
1926-10-30,-0.02899619,-0.03106881
1926-11-30,0.02855394,0.0229787
1926-12-31,0.029211,0.0214219
1927-01-31,0.002416228,5.323665e-05
-1927-02-28,0.0453671,0.04116976
+1927-02-28,0.0453701,0.04117489
1927-03-31,0.003756279,-0.002241672
1927-04-30,0.007225051,0.005134092
1927-05-31,0.05777311,0.05362266
@@ -60,7 +60,7 @@ date,vwretd,vwretx
1930-10-31,-0.08657879,-0.08912858
1930-11-29,-0.02805652,-0.0319168
1930-12-31,-0.07773924,-0.08443576
-1931-01-31,0.06379242,0.06107003
+1931-01-31,0.06378046,0.06105814
1931-02-28,0.1096945,0.1047697
1931-03-31,-0.06286591,-0.06799862
1931-04-30,-0.100219,-0.1023665
@@ -76,14 +76,14 @@ date,vwretd,vwretx
1932-02-29,0.05766299,0.05059035
1932-03-31,-0.1105994,-0.1179782
1932-04-30,-0.1794166,-0.1820323
-1932-05-31,-0.2061975,-0.2128041
-1932-06-30,-0.004288589,-0.01585415
-1932-07-30,0.340643,0.3381621
-1932-08-31,0.3713858,0.3653115
-1932-09-30,-0.02864878,-0.03460884
+1932-05-31,-0.2061978,-0.2128043
+1932-06-30,-0.004288574,-0.01585414
+1932-07-30,0.3406433,0.3381623
+1932-08-31,0.3713877,0.3653134
+1932-09-30,-0.02864889,-0.03460895
1932-10-31,-0.1325531,-0.1340244
-1932-11-30,-0.0582601,-0.06351208
-1932-12-31,0.0452272,0.03653667
+1932-11-30,-0.05826015,-0.06351214
+1932-12-31,0.04522722,0.0365367
1933-01-31,0.009813348,0.00788943
1933-02-28,-0.1532038,-0.1580706
1933-03-31,0.03310537,0.02502997
@@ -102,7 +102,7 @@ date,vwretd,vwretx
1934-04-30,-0.01834544,-0.0197426
1934-05-31,-0.07227332,-0.07535212
1934-06-30,0.02534446,0.02082335
-1934-07-31,-0.1093659,-0.111132
+1934-07-31,-0.1093633,-0.1111295
1934-08-31,0.05704261,0.05171052
1934-09-29,-0.002361888,-0.006752963
1934-10-31,-0.01889535,-0.02033311
@@ -439,692 +439,719 @@ date,vwretd,vwretx
1962-05-31,-0.08461992,-0.08976255
1962-06-29,-0.08261504,-0.0843363
1962-07-31,0.06543834,0.06412908
-1962-08-31,0.02341672,0.01788764
-1962-09-28,-0.05015823,-0.05178678
-1962-10-31,0.002187336,0.0004307727
-1962-11-30,0.1101368,0.1029244
-1962-12-31,0.01186474,0.01005597
-1963-01-31,0.05184811,0.05047498
-1963-02-28,-0.02193102,-0.02660777
-1963-03-29,0.03291725,0.03123254
-1963-04-30,0.0474385,0.04643453
-1963-05-31,0.02005121,0.01472589
-1963-06-28,-0.01803017,-0.01945858
-1963-07-31,-0.001717713,-0.002994894
-1963-08-30,0.0526837,0.04803517
-1963-09-30,-0.01189818,-0.01331662
-1963-10-31,0.02770818,0.02627621
-1963-11-29,-0.005549108,-0.01169168
-1963-12-31,0.02173631,0.01997825
-1964-01-31,0.02578997,0.02473084
-1964-02-28,0.01720724,0.0126531
-1964-03-31,0.0176361,0.01596718
-1964-04-30,0.004607626,0.003672387
+1962-08-31,0.02341668,0.01788757
+1962-09-28,-0.05015767,-0.05178621
+1962-10-31,0.002187635,0.0004310835
+1962-11-30,0.1101369,0.1029244
+1962-12-31,0.01186515,0.0100564
+1963-01-31,0.05184823,0.05047511
+1963-02-28,-0.02193106,-0.02660784
+1963-03-29,0.03291728,0.03123259
+1963-04-30,0.04743851,0.04643454
+1963-05-31,0.02005139,0.01472605
+1963-06-28,-0.01803049,-0.01945889
+1963-07-31,-0.001717494,-0.002994651
+1963-08-30,0.05268367,0.04803513
+1963-09-30,-0.01189808,-0.01331649
+1963-10-31,0.0277083,0.02627632
+1963-11-29,-0.005548968,-0.01169156
+1963-12-31,0.0217365,0.01997847
+1964-01-31,0.02579008,0.02473097
+1964-02-28,0.0172073,0.01265314
+1964-03-31,0.01763623,0.01596733
+1964-04-30,0.004607358,0.003672116
1964-05-28,0.01740315,0.01253057
-1964-06-30,0.01507977,0.01341283
-1964-07-31,0.02011826,0.01912654
+1964-06-30,0.01507987,0.01341295
+1964-07-31,0.02011832,0.0191266
1964-08-31,-0.01126617,-0.01557534
-1964-09-30,0.03048011,0.0287915
-1964-10-30,0.008869391,0.007730329
-1964-11-30,0.003089464,-0.002672711
-1964-12-31,0.003689812,0.001939214
-1965-01-29,0.03864561,0.03766311
-1965-02-26,0.006946041,0.002633822
-1965-03-31,-0.009715187,-0.01142809
-1965-04-30,0.03365206,0.03273698
-1965-05-28,-0.004350448,-0.009102405
-1965-06-30,-0.05186821,-0.05359144
-1965-07-30,0.01675948,0.0158707
-1965-08-31,0.03088309,0.02613319
-1965-09-30,0.03195209,0.03035679
-1965-10-29,0.02927135,0.02821175
-1965-11-30,0.003065044,-0.002960564
-1965-12-31,0.01354471,0.01197604
-1966-01-31,0.01212212,0.01123132
-1966-02-28,-0.008620756,-0.01301414
-1966-03-31,-0.02092288,-0.02274645
-1966-04-29,0.02483739,0.02385366
-1966-05-31,-0.05253867,-0.05748318
-1966-06-30,-0.01031721,-0.012063
-1966-07-29,-0.01287018,-0.01383052
-1966-08-31,-0.07538754,-0.08071169
-1966-09-30,-0.006958117,-0.00869541
-1966-10-31,0.04229421,0.04117124
-1966-11-30,0.01751637,0.01060577
-1966-12-30,0.006209978,0.004409485
-1967-01-31,0.08552976,0.0840772
-1967-02-28,0.01094539,0.006257046
-1967-03-31,0.04338417,0.04158221
-1967-04-28,0.04160927,0.04069712
-1967-05-31,-0.03929281,-0.04421654
-1967-06-30,0.02690269,0.02534123
-1967-07-31,0.04918948,0.04827718
-1967-08-31,-0.006282217,-0.0110734
-1967-09-29,0.03428572,0.03287484
-1967-10-31,-0.02743312,-0.02864967
-1967-11-30,0.007901741,0.002565456
-1967-12-29,0.03369925,0.03220332
-1968-01-31,-0.03632957,-0.03782917
-1968-02-29,-0.03362427,-0.03810726
-1968-03-29,0.005116275,0.003739882
-1968-04-30,0.09414836,0.09273028
-1968-05-31,0.02704065,0.02249407
-1968-06-28,0.01152704,0.01003735
-1968-07-30,-0.02202445,-0.02316198
-1968-08-30,0.01803775,0.01349507
-1968-09-30,0.04445377,0.04320716
-1968-10-31,0.009040978,0.00746743
-1968-11-29,0.05850155,0.0541251
-1968-12-31,-0.03387295,-0.03536253
-1969-01-31,-0.006711497,-0.007725011
-1969-02-28,-0.05364015,-0.0578821
-1969-03-28,0.03050577,0.02906242
-1969-04-30,0.0205258,0.01934541
-1969-05-29,0.005039671,0.0002406223
-1969-06-30,-0.06738747,-0.06895787
-1969-07-31,-0.06517229,-0.06637257
-1969-08-29,0.05148963,0.04651694
-1969-09-30,-0.02258988,-0.02416673
-1969-10-31,0.05563813,0.05377064
-1969-11-28,-0.03216413,-0.03667784
-1969-12-31,-0.01968058,-0.0214711
-1970-01-30,-0.07325444,-0.07451907
-1970-02-27,0.05670589,0.05165083
-1970-03-31,-0.004729233,-0.006568934
-1970-04-30,-0.1053181,-0.1063926
-1970-05-29,-0.06434634,-0.06993096
-1970-06-30,-0.05106682,-0.05337178
-1970-07-31,0.07416943,0.07213157
-1970-08-31,0.05003589,0.0445838
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-1970-10-30,-0.01820787,-0.02044983
-1970-11-30,0.05044786,0.04535408
-1970-12-31,0.06072318,0.05896893
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-1971-03-31,0.04477803,0.04297191
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-1971-11-30,-0.00126244,-0.005696284
-1971-12-31,0.09125715,0.08955748
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-1973-11-30,-0.1207083,-0.1255516
-1973-12-31,0.01143777,0.009422302
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-1974-03-29,-0.02336409,-0.02529904
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-1974-09-30,-0.1097183,-0.1122735
-1974-10-31,0.1655842,0.1624591
-1974-11-29,-0.04104608,-0.04824106
-1974-12-31,-0.02700541,-0.0303016
-1975-01-31,0.1415996,0.1395913
-1975-02-28,0.05841161,0.05162884
+1964-09-30,0.03048012,0.02879152
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+1964-12-31,0.003689846,0.001939283
+1965-01-29,0.03864574,0.03766324
+1965-02-26,0.006945935,0.002633702
+1965-03-31,-0.00971524,-0.01142811
+1965-04-30,0.03365218,0.0327371
+1965-05-28,-0.004350524,-0.009102498
+1965-06-30,-0.05186835,-0.05359158
+1965-07-30,0.0167595,0.01587072
+1965-08-31,0.03088298,0.02613306
+1965-09-30,0.03195219,0.0303569
+1965-10-29,0.02927143,0.02821183
+1965-11-30,0.003064989,-0.002960638
+1965-12-31,0.01354478,0.01197613
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diff --git a/output/predict.csv b/output/predict.csv
@@ -1,261 +1,265 @@
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diff --git a/output/predict.png b/output/predict.png
Binary files differ.
diff --git a/readme.md b/readme.md
@@ -30,21 +30,21 @@ We use the dividend-price ratio, cay and the three-month T-bill to predict futur
===========================================================
Future Excess Returns
-----------------------------------------------------------
-D/P ratio 3.411***
- (0.437)
+D/P ratio 3.370***
+ (0.436)
-cay 1.873***
- (0.250)
+cay 1.814***
+ (0.246)
-T-bill (three-month) -1.229***
+T-bill (three-month) -1.246***
(0.163)
-Constant 0.008
- (0.014)
+Constant 0.011
+ (0.013)
-Observations 260
-R2 0.351
-F Statistic 46.061*** (df = 3; 256)
+Observations 264
+R2 0.344
+F Statistic 45.459*** (df = 3; 260)
-----------------------------------------------------------
Notes: ***Significant at the 1 percent level.
**Significant at the 5 percent level.
