| 1 | ############################################################################# |
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| 2 | # Auteur(e)s : F. Hourdin |
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| 3 | # Function to convert [-1,1] LHC to above scale |
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| 4 | ############################################################################# |
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| 5 | |
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| 6 | # 2. Function to convert [-1,1] LHC to above scale |
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| 7 | DesignConvert <- function(Xconts){ |
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| 8 | conversion <- function(anX,lows,highs){ |
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| 9 | ((anX+1)/2)*(highs-lows) +lows |
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| 10 | } |
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| 11 | param.lows.log <- param.lows |
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| 12 | param.highs.log <- param.highs |
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| 13 | param.lows.log[which.logs] <- log10(param.lows[which.logs]) |
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| 14 | param.highs.log[which.logs] <- log10(param.highs[which.logs]) |
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| 15 | tX <- sapply(1:length(param.lows), function(i) conversion(Xconts[,i],param.lows.log[i],param.highs.log[i])) |
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| 16 | tX[,which.logs] <- 10^tX[,which.logs] |
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| 17 | tX <- as.data.frame(tX) |
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| 18 | names(tX) <- param.names |
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| 19 | tX |
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| 20 | } |
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| 21 | |
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| 22 | #3. Function to convert [above scale to [-1, 1] |
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| 23 | DesignantiConvert <- function (Xconts){ |
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| 24 | anticonversion <- function(newX,lows,highs){ |
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| 25 | 2*((newX-lows)/(highs-lows))-1 |
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| 26 | } |
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| 27 | param.lows.log <- param.lows |
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| 28 | param.highs.log <- param.highs |
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| 29 | param.lows.log[which.logs] <- log10(param.lows[which.logs]) |
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| 30 | param.highs.log[which.logs] <- log10(param.highs[which.logs]) |
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| 31 | Xconts[,which.logs] <- log10(Xconts[,which.logs]) |
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| 32 | tX <- sapply(1:length(param.lows), function(i) anticonversion(Xconts[,i],param.lows.log[i],param.highs.log[i])) |
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| 33 | tX <- as.data.frame(tX) |
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| 34 | names(tX) <- param.names |
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| 35 | tX |
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| 36 | } |
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| 37 | DesignantiConvert1D <- function (Xconts){ |
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| 38 | anticonversion <- function(newX,lows,highs){ |
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| 39 | 2*((newX-lows)/(highs-lows))-1 |
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| 40 | } |
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| 41 | param.lows.log <- param.lows |
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| 42 | param.highs.log <- param.highs |
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| 43 | param.lows.log[which.logs] <- log10(param.lows[which.logs]) |
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| 44 | param.highs.log[which.logs] <- log10(param.highs[which.logs]) |
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| 45 | Xconts[which.logs] <- log10(Xconts[which.logs]) |
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| 46 | tX <- sapply(1:length(param.lows), function(i) anticonversion(Xconts[i],param.lows.log[i],param.highs.log[i])) |
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| 47 | tX <- as.data.frame(tX) |
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| 48 | tX |
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| 49 | } |
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