st.success("Classic ANOVA results")
else:
anova = df.anova(dv=x_var, between=[y_var, y_var2])
st.success("Two-way ANOVA results")
st.write(anova.round(3))
if y_var2 == "None":
st.success("Tukey HSD multiple comparisons")
tukey_mult = df.pairwise_tukey(dv=x_var, between=y_var).round(3)
st.write(tukey_mult)
if y_var2 != "None":
st.success("Tukey HSD multiple comparisons")
res = stat()
st.subheader("Multiple comparisons of the 1st grouping variable")
res.tukey_hsd(
df=df,
res_var=x_var,
xfac_var=y_var,
anova_model=
f"{x_var}~C({y_var})+C({y_var2})+C({y_var}):C({y_var2})")
st.write(res.tukey_summary)
st.subheader("Multiple comparisons of the 2nd grouping variable")
res.tukey_hsd(
df=df,
res_var=x_var,
xfac_var=y_var2,
anova_model=
f"{x_var}~C({y_var})+C({y_var2})+C({y_var}):C({y_var2})")
def signi(df):
res = stat()
res.ttest(df=df, res=['diff', 'poll'], test_type=3)
# output
print(res.summary)