From 818c462a43800b0a744fc353c05f4fa0565bd676 Mon Sep 17 00:00:00 2001 From: yvesdeville Date: Tue, 3 Dec 2024 10:00:27 +0100 Subject: [PATCH] README --- .Rbuildignore | 1 + README.Rmd | 36 ++++++++++++++++-------- README.md | 35 +++++++++++++++-------- README_files/figure-gfm/Dijon0-1.png | Bin 0 -> 48533 bytes README_files/figure-gfm/Dijon1-1.png | Bin 0 -> 55689 bytes README_files/figure-gfm/DijonMax-1.png | Bin 0 -> 22988 bytes README_files/figure-gfm/DijonPred-1.png | Bin 0 -> 43022 bytes README_files/figure-gfm/DijonPred-2.png | Bin 0 -> 40403 bytes README_files/figure-gfm/DijonPred-3.png | Bin 0 -> 28997 bytes 9 files changed, 50 insertions(+), 22 deletions(-) create mode 100644 README_files/figure-gfm/Dijon0-1.png create mode 100644 README_files/figure-gfm/Dijon1-1.png create mode 100644 README_files/figure-gfm/DijonMax-1.png create mode 100644 README_files/figure-gfm/DijonPred-1.png create mode 100644 README_files/figure-gfm/DijonPred-2.png create mode 100644 README_files/figure-gfm/DijonPred-3.png diff --git a/.Rbuildignore b/.Rbuildignore index e22d1f5..c89cbfa 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -4,5 +4,6 @@ TODO* ^\.Rproj\.user$ ^README.Rmd ^README.md +^README_files$ ^\.github$ ^vignettes/jss.bst \ No newline at end of file diff --git a/README.Rmd b/README.Rmd index ff9b92f..3419fef 100644 --- a/README.Rmd +++ b/README.Rmd @@ -21,16 +21,19 @@ period. In this example we use the annual maxima of the daily maximal temperature (TX) in Dijon (France) provided as the `TXMax_Dijon` data -frame +frame. Note that the warnings and messages will not be shown in this +example. +The annual maxima in Celsius are given in in the column `TXMax` ```{r, DijonDat, message=FALSE, warning=FALSE} library(NSGEV) head(TXMax_Dijon) ``` -Note that the warnings and messages will not be shown in this example. -A TVGEV model requires a date variable beginnings of the annual blocks +A `TVGEV` model requires a date variable indicating the beginnings of +the annual blocks. This variable can be easily created from the `Year` +variable ```{r Dijon0, message=FALSE, warning=FALSE} @@ -41,7 +44,10 @@ coef(fit0) autoplot(fit0) ``` -We can fit a model with a linear time trend +We can fit a model with a linear time trend. A possibility is +to use the `polynomX` function that creates a basis of polynomial +functions for a given degree. This makes a variable `t1` available +for the fit ```{r, Dijon1, message=FALSE, warning=FALSE} fit1 <- TVGEV(data = df, response = "TXMax", date = "Date", @@ -53,7 +59,12 @@ coef(fit1) ``` The `predict` method can be used to compute conditional return levels -corresponding to a given year, be it a past or future year +corresponding to a given year, be it a past or future year. Since a +`TVGEV` object keeps trace of the design function(s) used the prediction +does not require a data preparation step. By default the "new" dates +at which the return levels are computed are those in the data frame +used to fit the model + ```{r, DijonPred, message=FALSE, warning=FALSE} pred <- predict(fit1) @@ -63,12 +74,15 @@ autoplot(predict(fit1, newdate = "2040-01-01", confint = "proflik", trace = 0)) ``` The default confidence intervals are obtained by using the "delta -method" but profile likelihood intervals can be otained as well. - - -Rather than considering the maximum on a specific block, one can -consider the maximum $M$ on a larger period as sometimes called a *design -life period*. The distribution of $M$ is then no longer a GEV +method" but profile likelihood intervals can be obtained as well by +using the `confintMethod` argument (possibly abbreviated as `confint` +of `conf`). Note that the `autoplot` method is to be used rather than +the `plot` method, because the **ggplot2* package is used. + +Rather than the maximum on a specific block, one can consider the +maximum $M$ on a larger period as sometimes called a *design life +period*. The distribution of $M$ is then no longer a GEV but the +its quantiles can be computed with confidence intervals ```{r, DijonMax, warning=FALSE, message=FALSE} diff --git a/README.md b/README.md index 74ed591..5913375 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,10 @@ the quantile of the maximum on an arbitrary period. In this example we use the annual maxima of the daily maximal temperature (TX) in Dijon (France) provided as the `TXMax_Dijon` data -frame +frame. Note that the warnings and messages will not be shown in this +example. + +The annual maxima in Celsius are given in in the column `TXMax` ``` r library(NSGEV) @@ -32,9 +35,9 @@ head(TXMax_Dijon) ## 5 1925 34.2 ## 6 1926 34.8 -Note that the warnings and messages will not be shown in this example. - -A TVGEV model requires a date variable beginnings of the annual blocks +A `TVGEV` model requires a date variable indicating the beginnings of +the annual blocks. This variable can be easily created from the `Year` +variable ``` r df <- within(TXMax_Dijon, Date <- as.Date(paste0(Year, "-01-01"))) @@ -52,7 +55,9 @@ autoplot(fit0) ![](README_files/figure-gfm/Dijon0-1.png) -We can fit a model with a linear time trend +We can fit a model with a linear time trend. A possibility is to use the +`polynomX` function that creates a basis of polynomial functions for a +given degree. This makes a variable `t1` available for the fit ``` r fit1 <- TVGEV(data = df, response = "TXMax", date = "Date", @@ -71,7 +76,11 @@ coef(fit1) ## 32.93752186 0.01527735 1.84567285 -0.20471258 The `predict` method can be used to compute conditional return levels -corresponding to a given year, be it a past or future year +corresponding to a given year, be it a past or future year. Since a +`TVGEV` object keeps trace of the design function(s) used the prediction +does not require a data preparation step. By default the “new” dates at +which the return levels are computed are those in the data frame used to +fit the model ``` r pred <- predict(fit1) @@ -93,11 +102,15 @@ autoplot(predict(fit1, newdate = "2040-01-01", confint = "proflik", trace = 0)) ![](README_files/figure-gfm/DijonPred-3.png) The default confidence intervals are obtained by using the “delta -method” but profile likelihood intervals can be otained as well. - -Rather than considering the maximum on a specific block, one can -consider the maximum $M$ on a larger period as sometimes called a -*design life period*. The distribution of $M$ is then no longer a GEV +method” but profile likelihood intervals can be obtained as well by +using the `confintMethod` argument (possibly abbreviated as `confint` of +`conf`). Note that the `autoplot` method is to be used rather than the +`plot` method, because the \*\*ggplot2\* package is used. + +Rather than the maximum on a specific block, one can consider the +maximum $M$ on a larger period as sometimes called a *design life +period*. The distribution of $M$ is then no longer a GEV but the its +quantiles can be computed with confidence intervals ``` r date <- as.Date(paste0(2025:2040, "-01-01")) diff --git a/README_files/figure-gfm/Dijon0-1.png b/README_files/figure-gfm/Dijon0-1.png new file mode 100644 index 0000000000000000000000000000000000000000..305d7aec8339f3694ba7a7a28dd2278db972d0c9 GIT binary patch literal 48533 zcma(2cQjpJ)IN%Dy_X0fh!VX=3!;lIIw6S`ooLZ}IU;(=(V}y7f*`u1mmnfK(T?6Z zdgr(0^M2p^`{Ukm?-|2z%3f=)HTPVzJoB018fppzxRkg601zlC%4z`sYBm6%Ah1!v zZ%+0U&A@*+PKs|_0D!Rb{tu9k|z51B;Zi07S<7ptBfg5KVMUx@>?tr3?GwIq z1JWcikFw+Uj*WaWcD?RA)iNY>-F_Ftx6=D>8tUuW$7{sai%VRx_TePTY;@QVI_wcc zrwk(id;_5y#3B&8f8$DTjd*}AO`L}(jTU?VgCRDhC-@nCQ|3<_1Nd2y{Hd!qieTI; z<_~@mbl5Of%j)UZ-wGYD>0zww5hI%+q>DpvR6q%OU8^THqyqiqqf1b)H{N;5o;+|- z<~@DqGd?;xx=D8Nh3@gWuY~cows6ct^qd%$T2f1dUww&_@J^?$5_F|bH$;YBnwV7X zU_AUQ@zVjmJ>A4}rwa2omg^j|r4irZTBP02@TJi9Q5!e@Ult6(qyaY|-AF8e{I~0n z>>vg3a~wDN|K~mbKTg4@c=S(RJ#AjWJ3Z%qW*LS!OYbz=K~bUO4>Tsv$`gzJ-%2zN 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