From dd107fbba85408d723bff2e8b513972adfe2d690 Mon Sep 17 00:00:00 2001 From: Jakub Adamski Date: Mon, 7 Jun 2021 09:15:01 +0200 Subject: [PATCH] zajecia11 --- zajecia10/README.md | 1 + zajecia11/.RData | Bin 0 -> 9100 bytes zajecia11/.Rhistory | 81 ++++++++++++++ zajecia11/Powtórzenie-treść_zadań.pdf | Bin 0 -> 362540 bytes zajecia11/README.md | 6 ++ zajecia11/zadania.R | 122 ++++++++++++++++++++++ zajecia11/zajecia11.Rproj | 13 +++ zajecia8/README.md | 1 + zajecia9/README.md | 1 + 9 files changed, 225 insertions(+) create mode 100644 zajecia11/.RData create mode 100644 zajecia11/.Rhistory create mode 100644 zajecia11/Powtórzenie-treść_zadań.pdf create mode 100644 zajecia11/README.md create mode 100644 zajecia11/zadania.R create mode 100644 zajecia11/zajecia11.Rproj diff --git a/zajecia10/README.md b/zajecia10/README.md index 271dc2f..2c416d6 100644 --- a/zajecia10/README.md +++ b/zajecia10/README.md @@ -1,4 +1,5 @@ # Zajęcia 10 +Regresja logistyczna i Poissona ## Regresja logistyczna 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@@ -0,0 +1,81 @@ +pomiar_1<-c(5.4,21.2,6.4,12.5,26.4,33.3,26.4,26.6,21.0,16.8,15.6,40.0,46.6,19.8,28.4,20.0,37.2) +pomiar_2<-c(16.8,34.0,5.3,33.0,26.4,22.5,13.5,11.0,12.5,8.0,14.6,42.4,55.5,25.8,23.0,25.5,24.5) +pomiar_3<-c(6.8,30.0,21.7,10.8,23.0,27.7,8.8,16.4,12.5,7.5,11.4,31.4,34.5,23.0,25.4,20.1,28.8) +pomiar_4<-c(22.5,18.0,4.3,16.8,20.0,40.0,15.5,27.0,10.2,6.5,14.4,36.6,25.5,18.4,10.0,17.2,15.5) +par(mfrow=c(2,2)) +hist(pomiar_1) +hist(pomiar_2) +hist(pomiar_3) +hist(pomiar_4) +pomiary<-c(pomiar_1,pomiar_2,pomiar_3,pomiar_4) +pomiary<-c(pomiar_1,pomiar_2,pomiar_3,pomiar_4) +pomiary<-c(pomiar_1,pomiar_2,pomiar_3,pomiar_4) +dane<-matrix(pomiary,nrow = 17) +d1 <- data.frame(pomiar_1,pomiar_1, pomiar_2, pomiar_2) +View(dane) +View(dane) +View(d1) +View(d1) +plot(d1, main = "Wykres rozrzutu", pch = 16) +pairs(data.frame(pomiar_1,pomiar_2,pomiar_3,pomiar_4)) +shapiro.test(pomiar_1) +shapiro.test(pomiar_2) +shapiro.test(pomiar_3) +shapiro.test(pomiar_4) +qqnorm(pomiar_1) +qqline(pomiar_1) +g <- factor(rep(1:4, c(17, 17, 17, 17))) +require(graphics) +boxplot(as.vector(dane) ~ g) +hist(pomiar_1) +bartlett.test(as.vector(dane) ~ g, data = dane)$p.value +fligner.test(as.vector(dane) ~ g, data = dane)$p.value +summary(aov(as.vector(dane) ~ g, data = data.frame(pomiar_1,pomiar_2,pomiar_3,pomiar_4))) +pairwise.t.test(as.vector(dane),g,data = data.frame(pomiar_1,pomiar_2,pomiar_3,pomiar_4)) +plec <-ifelse(Dyslexia$gender=="female",0,1) +reka <-ifelse(Dyslexia$handed=="right",1,0) +require(Dyslexia) +require(BSDA) +install.packages("BSDA") +require(BSDA) +plec <-ifelse(Dyslexia$gender=="female",0,1) +reka <-ifelse(Dyslexia$handed=="right",1,0) +dane<-subset(Dyslexia,select=c(age,weight,height,words)) +pairs(dane) +model1<-lm(words~age+weight+height,data=dane) +summary(model1) #nieistotne zmienne +step(model1) +model2<-lm(words~weight+height,data=dane) +summary(model2) +step(model2) +model3 <- lm(weight ~ height, data = dane) +summary(model3) +temp_height <- data.frame(height = seq(min(dane$height) - 10, +max(dane$height) + 10, +length = 100)) +pred <- stats::predict(model3, temp_height, interval = "prediction") +plot(dane$height,dane$weight, main = "Wykres rozrzutu", pch = 16) +abline(model3, col = "red", lwd = 2) +nowa_wys<-data.frame(height=67) +predict(model3,nowa_wys,interval="prediction") +pred_67<-predict(model3,nowa_wys,interval="prediction") +pred_67<-predict(model3,nowa_wys,interval="prediction") +points(67, pred_67[, 1], col = "blue", pch = 16) +x1<-rexp(30,5) +x2<-rnorm(30,2,2) +x3<-rnorm(30,10,1) +gen<-c(x1,x2,x3) +par(mfrow=c(2,2)) +plot(density(x,bw=0.1)) +plot(density(gen,bw=0.1)) +plot(gen) +plot(density(gen,bw=0.1)) +plot(density(x,bw=0.5)) +plot(density(gen,bw=0.5)) +par(mfrow=c(2,2)) +plot(density(gen,bw=0.1)) +plot(density(gen,bw=0.5)) +plot(density(x,bw=3)) +plot(density(x,bw=5)) #na trzecim +plot(density(gen,bw=3)) +plot(density(gen,bw=5)) #na trzecim diff --git a/zajecia11/Powtórzenie-treść_zadań.pdf 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