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server.R
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#' @author : Jatin Rohilla
#' @tool : R studio v1.0.153
#'
#' @ Statistical Calculator
#' @title : server.R
library(shiny)
source("module_includes.R")
# Server Logic
server <- function(input, output) {
# Making input outputs global
# sacrificing security for Modularity
input<<-input
output<<-output
### LEFT MOST PANEL ###
## renders module list ###
output$module<-renderUI({
# ask for module input
selectInput(
inputId = "module_menu", label = "Choose a module",
choices = module_list, selected = "-- Choose a module --"
)
})
## Renders sub module list ###
output$sub_module<-renderUI({
# The warning pops up for EXPR should be 1 because, module_one_list is a list of len >1
sub_module_choices= switch(
input$module_menu, # changes based on module choice
"-- Choose a module --"= module_zero_list,
"Descriptive Analysis"= module_one_list,
"Predictive Analysis"= module_two_list,
"Probability Analysis"= module_three_list,
"Discrete Distribution Functions"=module_four_list,
"Continuous Distribution Functions"=module_five_list,
"Sample Distribution Test Statistic"=module_six_list,
"Interval Estimation"=module_seven_list,
"Non-Parametric Analysis"=module_eight_list,
"Visualizations"=module_nine_list
)
# ask for sub_module input
selectInput(
inputId = "sub_module_menu", label = "Choose a Sub module",
choices = sub_module_choices
)
})
### MIDDLE PANEL ### - Most difficult
## Renders required input - arbitrary length - unstable ###
## also figure out - how to pass it as argument to my function and how to receive output ##
output$sub_module_inputs<-renderUI({
sub_module_inputs= switch(
input$sub_module_menu,
"-- First select a module --"= my_info_input,
# module one
"Mean"= my_mean_input,
"Median"= my_median_input,
"Mode"= my_mode_input,
"Range | Max | Min"= my_range_input,
"Variance | SD"=my_var_input,
"Mean Absolute Deviation"=my_mad_input,
"Quartiles | IQR"=my_quantile_input,
"Moments : Raw | Central"= my_moments_input,
"Skewness | Kurtosis"=my_skewness_input,
# module 2
"Correlation"=my_cor_input,
"Multiple Linear Regression"=my_multi_linear_regression_input,
# module 3
"Permutations"= my_permutation_input,
"Combinations"= my_combination_input,
"Basic Probability"= my_basic_prob_input,
"Conditional Probability"= my_cond_prob_input,
"Bayes Theorem"= my_bayes_theorm_input,
#module 4
"Uniform"=my_discrete_uniform_input,
"Bernoulli"=my_bernoulli_input,
"Binomial"=my_binomial_input,
"Negative Binomial"=my_negative_binomial_input,
"Geometric"=my_geometric_input,
"Hyper-geometric"=my_hyper_geometric_input,
"Poisson"=my_poisson_input,
"Multinomial"=my_multinomial_input,
"Multivariate Hypergeometric"=my_multivariate_hyper_geometric_input,
#module 5
"Continous Uniform"=my_cont_uniform_input,
"Continous Normal"=my_cont_normal_input,
"Gamma Distribution"=my_gamma_test_input,
"Exponential distribution"=my_exp_dist_input,
# module 6
"Z-test"=my_z_test_input,
"Student t-test"=my_t_test_input,
"F-test"=my_f_test_input,
"Chi-Square"=my_chi_square_test_input,
"Shapiro Wilk test"=my_shapiro_test_input,
#module 7
"Estimation of Means | Variance known"=my_est_mean_var_known_input,
"Estimation of Means | Variance Unknown"=my_est_mean_var_unknown_input,
"Estimation of Differences in Means | Variance Known"=my_est_diff_mean_var_known_input,
"Estimation of Differences in Means | Variance Unknown"=my_est_diff_mean_var_unknown_input,
"Estimation of Proportions"=my_est_prop_input,
"Estimation of Differences in Proportions"=my_est_diff_prop_input,
"Estimation of Variances"=my_est_var_input,
"Estimation of Ratio of Two Variances"=my_est_ratio_var_input,
# module 8
"Sign Test"=my_sign_test_input,
"Wilcoxon Signed-Rank test"=my_signed_rank_test_input,
"Mann-Whitney Test"=my_mann_whitney_test_input,
"Kruskal-Wallis Test"=my_kruskal_wallis_input,
# module 9
"Histograms"=my_hist_input,
"Bar Graph"=my_barplot_input,
"Line Graph"=my_linegraph_input,
"Pie Chart"=my_pie_input,
"Scatter plot"=my_scatter_input,
"Box-plot"=my_boxplot_input,
"q-q plot"=my_qplot_input,
"Stem-leaf plot"=my_stem_input,
"Pareto Chart"=my_pareto_chart_input
)
# Takes all the required inouts
sub_module_inputs()
})
#### RIGHT MOST PART ####### - Equally difficult
output$sub_module_result<-renderUI({
sub_module_outputs= switch(
input$sub_module_menu,
"-- First select a module --"= my_info_output,
# module 1
"Mean"= my_mean_output,
"Median"= my_median_output,
"Mode"= my_mode_output,
"Range | Max | Min"= my_range_output,
"Variance | SD"= my_var_output,
"Mean Absolute Deviation"=my_mad_output,
"Quartiles | IQR"=my_quantile_output,
"Moments : Raw | Central"= my_moments_output,
"Skewness | Kurtosis"=my_skewness_output,
# module 2
"Correlation"=my_cor_output,
"Multiple Linear Regression"=my_multi_linear_regression_output,
# module 3
"Permutations"= my_permutation_output,
"Combinations"= my_combination_output,
"Basic Probability"= my_basic_prob_output,
"Conditional Probability"= my_cond_prob_output,
"Bayes Theorem"= my_bayes_theorm_output,
#module 4
"Uniform"=my_discrete_uniform_output,
"Bernoulli"=my_bernoulli_output,
"Binomial"=my_binomial_output,
"Negative Binomial"=my_negative_binomial_output,
"Geometric"=my_geometric_output,
"Hyper-geometric"=my_hyper_geometric_output,
"Poisson"=my_poisson_output,
"Multinomial"=my_multinomial_output,
"Multivariate Hypergeometric"=my_multivariate_hyper_geometric_output,
#module 5
"Continous Uniform"=my_cont_uniform_output,
"Continous Normal"=my_cont_normal_output,
"Gamma Distribution"=my_gamma_test_output,
"Exponential distribution"=my_exp_dist_output,
# module 6
"Z-test"=my_z_test_output,
"Student t-test"=my_t_test_output,
"F-test"=my_f_test_output,
"Chi-Square"=my_chi_square_test_output,
"Shapiro Wilk test"=my_shapiro_test_output,
#module 7
"Estimation of Means | Variance known"=my_est_mean_var_known_output,
"Estimation of Means | Variance Unknown"=my_est_mean_var_unknown_output,
"Estimation of Differences in Means | Variance Known"=my_est_diff_mean_var_known_output,
"Estimation of Differences in Means | Variance Unknown"=my_est_diff_mean_var_unknown_output,
"Estimation of Proportions"=my_est_prop_output,
"Estimation of Differences in Proportions"=my_est_diff_prop_output,
"Estimation of Variances"=my_est_var_output,
"Estimation of Ratio of Two Variances"=my_est_ratio_var_output,
# module 8
"Sign Test"=my_sign_test_output,
"Wilcoxon Signed-Rank test"=my_signed_rank_test_output,
"Mann-Whitney Test"=my_mann_whitney_test_output,
"Kruskal-Wallis Test"=my_kruskal_wallis_output,
# module 9
"Histograms"=my_hist_output,
"Bar Graph"=my_barplot_output,
"Line Graph"=my_linegraph_output,
"Pie Chart"=my_pie_output,
"Scatter plot"=my_scatter_output,
"Box-plot"=my_boxplot_output,
"q-q plot"=my_qplot_output,
"Stem-leaf plot"=my_stem_output,
"Pareto Chart"=my_pareto_chart_output
)
sub_module_outputs()
})
}
# server logic ends