Publications by Farhan Dzaffa Arfianto
Partical Aplications 2
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom library(mvtnorm) library(ggplot2) library(matlib) set.seed(123) # Mengatur seed agar hasil acak dapat direproduksi n <- 1000 # Jumlah sampel mean <- c(1, 2) # Mean dari distri...
186 sym R (914 sym/7 pcs) 1 img
Partical Aplications 1
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom library(mvtnorm) library(ggplot2) library (matlib) set.seed(123) n <- 1000 mean <- c(1, 2) cov <- matrix(c(2, 1, 1, 3), nrow = 2) sampel <- rmvnorm(n, mean, cov) ggplot(dat...
186 sym R (620 sym/7 pcs) 1 img
Gaussian Linear
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom x <- seq(1, 10, length.out = 100) # Variabel prediktor epsilon <- rnorm(100, mean = 0, sd = 1) # Noise dengan distribusi Gaussian y <- 2*x + 3 + epsilon # Variabel respons data ...
185 sym 1 img
Gaussian Linear 2
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom library(ggplot2) set.seed(123) # Mengatur seed agar hasil acak dapat direproduksi n <- 100 # Jumlah sampel x <- runif(n, min = 0, max = 10) # Variabel prediktor dengan distribus...
187 sym R (1219 sym/8 pcs) 1 img
MASS for matrix operation
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom library(MASS) matriks <- matrix(1:9, nrow = 3, ncol = 3) print(matriks) ## [,1] [,2] [,3] ## [1,] 1 4 7 ## [2,] 2 5 8 ## [3,] 3 6 9 determinan ...
189 sym R (787 sym/11 pcs)
MASS for determinan analysis
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom library(MASS) set.seed(123) n <- 100 x1 <- rnorm(n, mean = 2, sd = 1) x2 <- rnorm(n, mean = 5, sd = 1) y <- rep(c("A", "B"), each = n/2) data <- data.frame(x1, x2, y) model <...
184 sym R (4991 sym/6 pcs)
Persamaan linear matlib 2
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom library(matlib) A <- matrix(c(1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 ,...
183 sym R (2051 sym/5 pcs)
MASS for logistic regretion
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom library(MASS) set.seed(123) n <- 100 x1 <- rnorm(n, mean = 2, sd = 1) x2 <- rnorm(n, mean = 5, sd = 1) y <- rbinom(n, size = 1, prob = 0.7) data <- data.frame(x1, x2, y) mode...
184 sym R (6083 sym/6 pcs)
Persamaan linear matlib
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom library(matlib) A <- matrix(c(2, 3, 4, -1), nrow = 2, ncol = 2) b <- c(8, 3) x <- solve(A, b) print(x) ## [1] 1.428571 1.285714...
184 sym R (122 sym/6 pcs)
Regresi linear ggplot dan dplyr
Name : Farhan Dzaffa Arfianto NIM : 220605110099 Class : C Institue : Maulana Malik Ibrahim Islamic State University of Malang Lecture : Prof. Dr. Suhartono, M.Kom library(dplyr) ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'pack...
194 sym R (1417 sym/15 pcs) 1 img