class: center, middle, inverse, title-slide # Distribuição Lognormal ## Características e gráficos ### Luiz Fernando Palin Droubi ### Norberto Hochheim ### Willian Zonato ### 11/06/2018 --- background-image: url(images/logs-1.png) --- class: inverse, center, middle # Definição e propriedades --- # Definição Uma variável aleatória `\(X\)` tem distribuição lognormal se seu logaritmo `\(Y = log(X)\)` tem distribuição normal <sup>1</sup>. .footnote[ [1]: Ver [link](http://www.portalaction.com.br/probabilidades/615-distribuicao-log-normal) ] `$$\begin{cases} f(x;\mu, \sigma) = \frac{1}{x\sigma\sqrt{2\pi}}exp(-\frac{(log(x) - \mu)^2}{2\sigma^2}) & \forall x > 0\\ 0 & \text{se} x = 0 \end{cases}$$` em que: - `\(\mu\)` é a mediana - `\(\sigma > 0\)` é o desvio-padrão -- ou `$$f(x;\mu, \sigma) = \varphi(\frac{\ln{x}-\mu}{\sigma})\frac{1}{\sigma x}$$` em que: `\(\varphi\)` é a função densidade de probabilidade da distribuição normal padrão. --- # Propriedades -- -- - Assim como o resultado da soma de várias variáveis independentes resulta numa distribuição normal (Teorema do Limite Central); -- - O produto de diversas variáveis independentes resulta numa distribuição lognormal. -- - O valor esperado (média) de `\(X\)` é: `$$E(X) = E(exp(Y)) = exp(E(Y) + 0,5\sigma^2)$$` $$ E(x) = exp(\mu + 0,5\sigma^2)$$ -- - O valor da moda é: `$$M_o=exp(E(Y)-\sigma^2)$$` --- class: inverse, center, middle # Gráficos --- class: inverse, center, middle # Simples --- class: middle ```r library(appraiseR) df <- centro_2015@data # 1º Modo -- Difícil library(ggplot2) ggplot(df, aes(x = valor)) + stat_function(fun = "dlnorm", args = list(meanlog = mean(log(df$valor), na.rm = TRUE), sdlog = sd(log(df$valor), na.rm = TRUE))) # 2º Modo -- Fácil library(mosaic) plotDist("lnorm", meanlog = mean(log(df$valor), na.rm = TRUE), sdlog = sd(log(df$valor), na.rm = TRUE)) ``` <img src="data:image/svg+xml;base64,<?xml version="1.0" encoding="UTF-8"?>
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" width="50%" /> --- class: inverse, center, middle # Histograma com densidade superposta --- ```r histogram(~ valor, data = df) plotDist("lnorm", meanlog = mean(log(df$valor), na.rm = TRUE), sdlog = sd(log(df$valor), na.rm = TRUE), add = TRUE) ``` <!-- --> --- class: inverse, center, middle # Lognormal com distintos desvio-padrão --- class: middle ```r x <- seq(0, 3, 0.01) sigma <- c(2, 1.5, 1, .5, .25) y <- lapply(sigma, dlnorm, x = x, meanlog = log(1)) data <- data.frame(x, y[[1]], y[[2]], y[[3]], y[[4]], y[[5]]) colnames(data) <- c("x", "y1", "y2", "y3", "y4", "y5") data <- melt(data, id = 1) ggplot(data, aes(x = x, y = value, color = factor(variable, labels = as.character(sigma)))) + geom_line() + scale_y_continuous(limits = c(0, max(data$value)), expand = c(0, 0)) + scale_x_continuous(limits = c(0, max(data$x)), expand = c(0, 0)) + labs(title = "Distribuições Lognormais", subtitle = TeX("$\\mu = log(1)$"), color = TeX("$\\sigma$")) ``` <!-- --> --- class: inverse, center, middle # Lognormal com medidas de tendência central --- ```r # Medidas de Tendência Central da amostra mediana <- 1 desvio <- exp(1) media <- mediana*exp(log(desvio)^2/2) moda <- mediana/exp(log(desvio)^2) x <- seq(0, 3, .05) y <- dlnorm(x, meanlog = log(mediana), sdlog = log(desvio)) data <- data.frame(x = x, y = y) # Gráfico Lognormal p_logN <- ggplot(data, aes(x = x, y = y)) + geom_line() + scale_y_continuous(limits = c(0, max(data$y)+.05), expand = c(0, 0)) + scale_x_continuous(limits = c(0, max(data$x)), expand = c(0, 0)) + geom_segment(aes(x = media, y = 0, xend = media, yend = dlnorm(media, meanlog = log(mediana), sdlog = log(desvio)), colour = "Média")) + geom_segment(aes(x = mediana, y = 0, xend = mediana, yend = dlnorm(mediana, meanlog = log(mediana), sdlog = log(desvio)), colour = "Mediana")) + geom_segment(aes(x = moda, y = 0, xend = moda, yend = dlnorm(moda, meanlog = log(mediana), sdlog = log(desvio)), colour = "Moda")) + ylab("Densidade") + theme(legend.position="bottom") + labs(title = "Lognormal", subtitle = TeX("$\\mu = log(1)$, $\\sigma = log(e)$")) ``` --- ```r p_logN ``` <!-- --> --- class: inverse, center, middle # Comparacação entre distribuições *normal* e *lognormal* --- ```r # Gráfico Normal xvalues <- -4:4 x <- data.frame(x = xvalues) p_N <- ggplot(x, aes(x = xvalues)) + stat_function(fun = dnorm) + geom_segment(aes(x = 0, y = 0, xend = 0, yend = 0.4, colour = "Moda = Média = Mediana")) + scale_y_continuous(limits = c(0, 0.5), expand = c(0, 0)) + scale_x_continuous(limits = c(-4, 4), expand = c(0, 0)) + theme(legend.position="bottom") + labs(title = "Normal", subtitle = TeX("$\\mu = log(1) = 0$, $\\sigma = log(e) = 1$"), x = "x", y = "Densidade") cowplot::plot_grid(p_logN, p_N, ncol = 2) ``` <!-- -->