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fmsb (version 0.7.2)

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.

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Version

Install

install.packages('fmsb')

Monthly Downloads

14,476

Version

0.7.2

License

GPL (>= 2)

Maintainer

Minato Nakazawa

Last Published

December 13th, 2021

Functions in fmsb (0.7.2)

Calculate incidence rate with its confidence intervals by exact method

Coale and Trussell's model marital fertility and its fitting

Hadwiger's model fertility and its fitting

Calculate Cronbach's alpha coefficient.

Tentative model population of Japan in Heisei 27 (2015)

Denny's model mortality for lx and its fitting

Calculate a incidence rate with confidence interval

Caretaker Ratio

Coale and McNeil's model nupitiality and its fitting

GompertzMakeham

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

Calculate Cohen's kappa statistics for agreement

Model population of Japan in Showa 60 (1985)

Calculate Nagelkerke's R squared.

Whipple's Index

IndexOfDissimilarity

Index of dissimilarity (ID)

Calculate risk and its confidence interval

Drawing p-value function plot by a cross table

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

Longitudinal data of several vital statistics in Japan

Jvital2013byPref

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

Japanese mortality data

Calculate semi-interquartile range

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

Siler's model mortality for qx and its fitting

Completed lifetables in Japan.

Draw maternity history charts.

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

Geary's test for normality about kurtosis.

Calculate incidence rate ratio and its confidence intervals

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

Calculate risk difference and its confidence intervals

spearman.ci.sas

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

Calculate odds ratio and its confidence intervals

Calculate true median for data with ties.

Japanese population data

Draw the stem and leaf plot in a graphic device.

Lifetable functions with mutual conversions

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

Convert numeric vector into its percentile

Japanese population data (unshrunken version)

pairwise.fisher.test

Exact version of pairwise.prop.test

Population Expansion Index

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

Calculate incidence rate difference and its confidence intervals

Calculate risk ratio and its confidence intervals

Calculate Receiver Operating Characteristic (ROC) curve