Jinsi ya kukokotoa Ab Test Significance
Ab Test Significance ni nini?
Determines if A/B test results are statistically significant or due to chance. Critical for making confident product and marketing decisions.
Mwongozo wa Hatua kwa Hatua
- 1Define null hypothesis and significance level (typically 0.05)
- 2Calculate sample size needed for power
- 3Run A/B test long enough
- 4Calculate p-value using chi-square or t-test
- 5Accept or reject hypothesis
Mifano Iliyotatuliwa
Ingizo
A 10%, B 12%
Matokeo
95% confidence
Makosa ya Kawaida ya Kuepuka
- ✕Stopping test too early when results favor variant
- ✕Multiple testing inflating false positive rate
Maswali yanayoulizwa mara kwa mara
What sample size do I need?
Depends on baseline rate and expected lift; typically 500-2,000 per variant for 80-90% statistical power.
What's statistical significance?
95% confidence the result wasn't due to chance; p-value < 0.05 typically required.