Learn R Programming

⚠️There's a newer version (0.7.6) of this package.Take me there.

fmsb (version 0.7.0)

Functions for Medical Statistics Book with some Demographic Data

Description

Several utility functions for the book entitled "Practices of Medical and Health Data Analysis using R" (Pearson Education Japan, 2007) with Japanese demographic data and some demographic analysis related functions.

Copy Link

Version

Install

install.packages('fmsb')

Monthly Downloads

13,020

Version

0.7.0

License

GPL (>= 2)

Maintainer

Minato Nakazawa

Last Published

December 15th, 2019

Functions in fmsb (0.7.0)

Calculate Cronbach's alpha coefficient.

Hadwiger's model fertility and its fitting

Denny's model mortality for lx and its fitting

Caretaker Ratio

IndexOfDissimilarity

Index of dissimilarity (ID)

Calculate incidence rate with its confidence intervals by exact method

Coale and McNeil's model nupitiality and its fitting

GompertzMakeham

Gompertz-Makeham's model mortality for u(x) and its fitting

Calculate a incidence rate with confidence interval

Coale and Trussell's model marital fertility and its fitting

Calculate Nagelkerke's R squared.

Jvital2013byPref

Cross sectional data of several vital statistics in Japan 2013 for each prefecture

Calculate Cohen's kappa statistics for agreement

Calculate pooled odds ratio and its confidence intervals with Mantel-Haenszel's method

Longitudinal data of several vital statistics in Japan

Years of Life Lost by several causes in Japan 2015 for each prefecture

Population Expansion Index

Japanese population data (unshrunken version)

Completed lifetables in Japan.

Japanese mortality data

Japanese population data

Calculate variance inflation factor (VIF) from the result of lm.

Whipple's Index

Drawing p-value function plot by stratified or pooled cross tables

Geary's test for normality about kurtosis.

Convert numeric vector into its percentile

Model population of Japan in Showa 60 (1985)

Calculate risk and its confidence interval

Calculate risk difference and its confidence intervals

Calculate odds ratio and its confidence intervals

Draw the stem and leaf plot in a graphic device.

pairwise.fisher.test

Exact version of pairwise.prop.test

Drawing p-value function plot by a cross table

Lifetable functions with mutual conversions

Calculate risk ratio and its confidence intervals

Age-specific fertility rates and age-specific marital fertility rates in Japan.

Calculate semi-interquartile range

Draw maternity history charts.

Calculate true median for data with ties.

Drawing radar chart (a.k.a. spider plot)

Siler's model mortality for qx and its fitting

Calculate incidence rate ratio and its confidence intervals

spearman.ci.sas

Calculate Spearman's rank correlation with its confidence intervals by SAS method

Calculate incidence rate difference and its confidence intervals

Calculate Receiver Operating Characteristic (ROC) curve