From 4efecdc3ae5524936dc1100377adb61801555e9e Mon Sep 17 00:00:00 2001 From: Louis Lacoste Date: Sun, 17 Mar 2024 23:12:51 +0100 Subject: [PATCH] =?UTF-8?q?=F0=9F=A6=8B=20Ajout=20de=20la=20figure=20pour?= =?UTF-8?q?=20g=C3=A9n=C3=A9rer=20le=20MB?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- Rnw/donnees-reelles.Rnw | 2 +- rapport.Rnw | 17 +++++++- rapport.pdf | Bin 1942301 -> 1948834 bytes simulations/mouvement_brownien.R | 71 +++++++++++++++++-------------- 4 files changed, 56 insertions(+), 34 deletions(-) diff --git a/Rnw/donnees-reelles.Rnw b/Rnw/donnees-reelles.Rnw index 0590ca5..5457e8f 100644 --- a/Rnw/donnees-reelles.Rnw +++ b/Rnw/donnees-reelles.Rnw @@ -211,10 +211,10 @@ pvalues_adj_dataframe_wide <- pvalues_adj_dataframe %>% Une fois ces corrections appliquées, nous allons comparer les gènes sélectionnés, c'est-à-dire différentiellement exprimés. -% TODO Développer ce que veut dire différentiellement exprimé Ces résultats sont présentés dans le diagramme de Venn (figure~\ref{fig:venn-all-methods}). + On peut voir que la méthode de Satterthwaite sans REML a sélectionné énormément de gènes, $\Sexpr{sum(pvalues_adj_dataframe[pvalues_adj_dataframe$test_method == "SatterthwaiteAdj",]$selected)}$ diff --git a/rapport.Rnw b/rapport.Rnw index ff4b1a8..6fff01d 100644 --- a/rapport.Rnw +++ b/rapport.Rnw @@ -179,14 +179,27 @@ On peut voir un exemple utilisé dans les slides de cours \cite{bastideContinuou \includegraphics[width=0.7\textwidth]{matrix_K.png} \end{center} -<<''>>= +<<'plot-MB', warnings = FALSE, message = FALSE, fig.cap = "Exemple d'un arbre phylogénétique généré selon un Mouvement Brownien", out.width = "75%", fig.height = 3.5, fig.align = "center", fig.pos = "H">>= +source(here("simulations","mouvement_brownien.R")) +set.seed(12) +df <- generate_phylo_tree(5,100, 0.1) +df$id_branche <- as.factor(df$id_branche) + +ggplot(df) + + aes(x = time, y = traj, color = as.factor(id_branche))+ + geom_line() + + geom_vline(data = df[df$is_spec_time,], aes(xintercept = time, color = .data$id_branche), linetype = "dashed")+ + geom_point(data = df[df$is_spec_time,], aes(x = time, y = .data$traj, color = .data$id_branche), size = 4)+ + labs(color = "Espèce", x = "Temps", y = "Trait") + + coord_fixed(ratio=0.75) + + theme_minimal() @ % Besoin de le dire qu'on fait une régression linéaire matrice structurée, % figure avec le Brownien sur l'arbre à reprendre dans le chapitre de livre -Etre assez concis sur l'histoire de la projection et le modèle et les différences avec l'ANOVA. +TODO Etre assez concis sur l'histoire de la projection et le modèle et les différences avec l'ANOVA. \subsection{ANOVA phylogénétique avec erreur de mesure} TODO transition diff --git a/rapport.pdf b/rapport.pdf index f7daf3fc7860992a24be7fae37cb0b24121c7dbc..f451f1bc3164314bd3eb69ac4fcfa4508e9ac5a6 100644 GIT binary patch delta 83768 zcmZs?Q;;r9u&&uyZQHhO+uf^e+cv(oZJVoY+qP}no`3H-GgqggA~GxLB5yJx-+1b+ 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ztIIJp&3)yFjS&&*CU%-X8_@7kDL{G<+8J$|%BOKafTm!Cncef1|GD2`nxQ$=8hTUm zWHBTQbh10@?ZH%&`_zwoA{3k1X#--4v;UasShZv)@W7D2bIsp72-h!398B#qT@7RBUpWz9 z<%x0(b5KIOP<}fzd0Bb0K z0sjGX>z+UsTL;t$^lCQT31n-NfIg6G!ff;$sx@CgpLN}CXw1~cyEERdBayIn=X^cy zPP=_8b_Qa^t|*z${IOlCSUkC7fy!m!>I=yYQT0nkR{k$0;C=ZFhTO5OOq9mb;|5!_ z7T+Cs=9^qr3oV!FArX_xcCznH(F~iMa7J8OrP!iPu?)ivt;%<`kGWfbhHl^~LNS)w zcP(lz8?KD~d_}FX+xI+0&9Qs+d`0cD7ILnib!Ebb&&QYgb2i%C7 AegFUf diff --git a/simulations/mouvement_brownien.R b/simulations/mouvement_brownien.R index 184e4d9..af12b50 100644 --- a/simulations/mouvement_brownien.R +++ b/simulations/mouvement_brownien.R @@ -1,8 +1,9 @@ library(ggplot2) +library(dplyr) -# Number of BM indep coordinates -N <- 1000 -time_delta <- 0.5 +# # Number of BM indep coordinates +# N <- 1000 +# time_delta <- 0.5 generate_brownian_motion_traj <- function(N, time_delta, variance = 1) { # BM indep vector @@ -15,28 +16,28 @@ generate_brownian_motion_traj <- function(N, time_delta, variance = 1) { return(data.frame(time_serie = time_serie, bm_traj = bm_traj)) } -bm_traj_and_time <- generate_brownian_motion_traj(N, time_delta, 1) +# bm_traj_and_time <- generate_brownian_motion_traj(N, time_delta, 1) -# Plotting -ggplot(bm_traj_and_time) + - aes(x = time_serie, y = bm_traj) + - geom_hline(aes(yintercept = 0, color = "red")) + - geom_line() +# # Plotting +# ggplot(bm_traj_and_time) + +# aes(x = time_serie, y = bm_traj) + +# geom_hline(aes(yintercept = 0, color = "red")) + +# geom_line() -# Generate multiple BM -n <- 100 -multiple_BM <- do.call(rbind, lapply(seq(1, n, 1), function(idx) { - data <- generate_brownian_motion_traj(N, time_delta) - data$id <- rep(idx, N) - data <- data[, c(3, 1:2)] - return(data) -})) +# # Generate multiple BM +# n <- 100 +# multiple_BM <- do.call(rbind, lapply(seq(1, n, 1), function(idx) { +# data <- generate_brownian_motion_traj(N, time_delta) +# data$id <- rep(idx, N) +# data <- data[, c(3, 1:2)] +# return(data) +# })) -## Plotting multiple BMs -ggplot(multiple_BM) + - aes(x = time_serie, y = bm_traj, group = as.factor(id), alpha = 0.5) + - geom_hline(aes(yintercept = 0, color = "red")) + - geom_line() +# ## Plotting multiple BMs +# ggplot(multiple_BM) + +# aes(x = time_serie, y = bm_traj, group = as.factor(id), alpha = 0.5) + +# geom_hline(aes(yintercept = 0, color = "red")) + +# geom_line() # For phylogenic tree @@ -45,12 +46,12 @@ generate_phylo_tree <- function(n_tips, N, time_delta) { time_serie <- cumsum(rep(time_delta, N)) # Instants de spéciations - spec_times <- sort(sample(seq(1:N - 1), n_tips - 1, replace = TRUE)) + spec_times <- sort(sample(seq(1:N - 10), n_tips, replace = TRUE)) # Choisir la branche dont on se sépare, au premier choix 1 seule, au second 2 branche_orig_spec <- sapply( seq_len(length(spec_times)), - function(nb_choix) sample(seq(1, nb_choix), size = 1) + function(nb_choix) sample(seq(1, nb_choix - 1), size = 1) ) # On ajoute alors la première espèce @@ -66,11 +67,11 @@ generate_phylo_tree <- function(n_tips, N, time_delta) { phylo_tree_data <- data.frame( id_branche = factor(), - time = numeric(), traj = numeric() + time = numeric(), traj = numeric(), is_spec_time = logical() ) # Pour la construction récursive de l'arbre - for (idx in seq_len(length(liste_spec_traj))) { + for (idx in seq_len(length(liste_spec_traj)-1)) { # Les k pas manquants k <- spec_times[idx] @@ -80,21 +81,29 @@ generate_phylo_tree <- function(n_tips, N, time_delta) { idx, length(liste_spec_traj[[idx]]) ), - time = time_serie, traj = liste_spec_traj[[idx]] + time = time_serie, traj = liste_spec_traj[[idx]], is_spec_time = rep(FALSE, N) ) } else { + base <- phylo_tree_data[phylo_tree_data[["id_branche"]] == (branche_orig_spec[[idx]]),"traj"][1:k] + if(anyNA(base)){ + print(spec_times[[idx]]) + print(phylo_tree_data$id_branche) + print(branche_orig_spec[[idx]]) + } traj <- # On prend la dernière valeur avant div qu'on ajoute à la # trajectoire - base <- phylo_tree_data[which(phylo_tree_data[["id_branche"]] == branche_orig_spec[[idx]]),"traj"] - tail(, n = 1) + liste_spec_traj[[idx]] + c(base, tail(base, n = 1) + liste_spec_traj[[idx]]) current_data <- data.frame( - id_branche = rep(idx, length(liste_spec_traj[[idx]])), - time = time_serie[(k + 1):N], traj = traj + id_branche = rep(idx, N), + time = time_serie, traj = traj, is_spec_time = (time_serie == time_serie[k]) ) } phylo_tree_data <- rbind(phylo_tree_data, current_data) } + return(phylo_tree_data) } + +# debug(generate_phylo_tree)