hypotestBAF6: Bayesain Hypothesis testing : Hypothesis 6: Theta < Theta1 Vs...

In RajeswaranV/proportion: Inference on Single Binomial Proportion and Bayesian Computations

Bayesain Hypothesis testing : Hypothesis 6: Theta < Theta1 Vs Theta > Theta2

Description

Bayesain Hypothesis testing : Hypothesis 6: Theta < Theta1 Vs Theta > Theta2

Usage

hypotestBAF6(n, th1, a1, b1, th2, a2, b2)

Arguments

n	- Number of trials from data
th1	- Hypothetical parameter for H1
a1	- Priors for hypothesis H1
b1	- Priors for hypothesis H1
th2	- Hypothetical parameter for H2
a2	- Priors for hypothesis H2
b2	- Priors for hypothesis H2

Details

Computes Bayes factor under Beta-Binomial model for the model: p < p1 Vs p > p2 from the given number of trials n and for all number of successes x = 0, 1, 2......n We use the following guideline for reporting the results:

• 1/3 <= BaFa01 < 1: Evidence against H0 is not worth more than a bare mention.

• 1/20 <= BaFa01 < 1/3: Evidence against H0 is positive.

• 1/150 <= BaFa01 < 1/20: Evidence against H0 is strong.

• BaFa10 < 1/150: Evidence against H0 is very strong.

• 1 <= BaFa01 < 3: Evidence against H1 is not worth more than a bare mention.

• 3 <= BaFa01 < 20: Evidence against H1 is positive.

• 20 <= BaFa01 < 150: Evidence against H1 is strong.

• 150 <= BaFa01: Evidence against H1 is very strong.

Value

A dataframe with

x	Number of successes
BaFa01	Bayesian Factor

References

[1] 2006 Ghosh M, Delampady M and Samanta T. An introduction to Bayesian analysis: Theory and Methods. Springer, New York

[2] 2014 Sakthivel S, Subbiah M and Ramakrishnan R Default prior approach for Bayesian testing of hypotheses involving single binomial proportion International Journal of Statistics and Analysis, 4 (2), 139 - 153

See Also

Other Hypothesis testing: hypotestBAF1x(), hypotestBAF1(), hypotestBAF2x(), hypotestBAF2(), hypotestBAF3x(), hypotestBAF3(), hypotestBAF4x(), hypotestBAF4(), hypotestBAF5x(), hypotestBAF5(), hypotestBAF6x()

Examples

n=10;th1=0.1; a1=1; b1=1; th2=0.9; a2=0.5; b2=0.5
hypotestBAF6(n,th1,a1,b1,th2,a2,b2)

RajeswaranV/proportion documentation built on June 17, 2022, 9:11 a.m.