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fmsb (version 0.7.5)

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

15,895

Version

0.7.5

License

GPL (>= 2)

Maintainer

Minato Nakazawa

Last Published

January 5th, 2023

Functions in fmsb (0.7.5)

Calculate Cronbach's alpha coefficient.

Denny's model mortality for lx and its fitting

Hadwiger's model fertility and its fitting

IndexOfDissimilarity

Index of dissimilarity (ID)

Japanese population data

Japanese population data (unshrunken version)

Calculate Cohen's kappa statistics for agreement

Jvital2013byPref

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

Longitudinal data of several vital statistics in Japan

Completed lifetables in Japan.

Calculate Nagelkerke's R squared.

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

Japanese mortality data

Siler's model mortality for qx and its fitting

Calculate risk and its confidence interval

Changes of life expectancy at birth for each prefecture in Japan since 1965

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

Calculate semi-interquartile range

Population Expansion Index

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

Model population of Japan in Showa 60 (1985)

Years of Life Lost by several causes in Japan 2020 for each prefecture

Years of Life Lost by several causes in Japan 2010 for each prefecture

Drawing p-value function plot by a cross table

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

Geary's test for normality about kurtosis.

Whipple's Index

Draw maternity history charts.

Lifetable functions with mutual conversions

Calculate odds ratio and its confidence intervals

pairwise.fisher.test

Exact version of pairwise.prop.test

Convert numeric vector into its percentile

Draw the stem and leaf plot in a graphic device.

Calculate risk difference and its confidence intervals

spearman.ci.sas

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

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

Calculate true median for data with ties.

Calculate risk ratio and its confidence intervals

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

Calculate incidence rate ratio and its confidence intervals

Calculate Receiver Operating Characteristic (ROC) curve

Calculate incidence rate difference and its confidence intervals

GompertzMakeham

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

Calculate a incidence rate with confidence interval

Calculate incidence rate with its confidence intervals by exact method

Coale and Trussell's model marital fertility and its fitting

Coale and McNeil's model nupitiality and its fitting

Tentative model population of Japan in Heisei 27 (2015)

Caretaker Ratio