Everything against everything
Religious identity already analysed, so this
is left out.
Feminism: Hard dependency between
gender and feminism, because no females
answered that they were male supporters
of equal rights. -> All 'male supporter'
answered removed for dependencies
involving feminism.
H0: Pr(row i and column j)=Pr(row i)*Pr(column j)
H1: Anything goes as long as the
probabilities sum to one
Example of zero-hypothesis:
Pr(female and atheist)=
Pr(female)Pr(atheist)
32 different questions to be compared one
against the other, i.e. 32*31/2=496 tests.
Non-answers removed.
Still, some questions with a large number
of possible answers -> need robustness:
chi-square test.
Test rejects when the probability of getting
anything so extreme under H0 is below
5%/496=0.01%.
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"Sex_or"
"Gender"
"Relg_friends"
"Friends_gender"
"Speak_parents"
"Gender"
"Creationism"
"Gender"
"Country"
"Friends_gender"
"Relg_videos"
"Abiogenesis"
"Evolution"
"Evolution"
"Life_after_death"
"Own_videos"
"Abiogenesis"
"Big_bang"
"Supernatural_exp"
"Supernatural_exp"
"Gender"
"Sex_or"
"Big_bang"
"Switch_rel"
"Life_after_death"
"Life_after_death"
"Creationism"
"Abiogenesis"
"Big_bang"
"Big_bang"
"Big_bang"
"Supernatural_exp"
"Creationism"
"Life_after_death"
"Evolution"
"Friends_gender"
"Age_group"
"Creationism"
"Creationism"
"Age_of_earth"
"Evolution"
"Education"
"Evolution"
"Age_group"
"Stemcells"
"Creationism"
"Evolution"
"Creationism"
"Age_group"
"Judge_concerns"
"Age_of_earth"
"5"
"1"
"11"
"10"
"9"
"1"
"21"
"1"
"3"
"10"
"15"
"24"
"22"
"22"
"25"
"14"
"24"
"23"
"12"
"12"
"1"
"5"
"23"
"6"
"25"
"25"
"21"
"24"
"23"
"23"
"23"
"12"
"21"
"25"
"22"
"10"
"4"
"21"
"21"
"27"
"22"
"29"
"22"
"4"
"28"
"21"
"22"
"21"
"4"
"17"
"27"
"Reincarnation"
"Abiogenesis"
"Stance_mastrubation"
"Education"
"Education"
"Reincarnation"
"Abiogenesis"
"Big_bang"
"Switch_rel"
"Stance_mastrubation"
"Abiogenesis"
"Stance_mastrubation"
"Abiogenesis"
"Life_after_death"
"Age_of_earth"
"Relg_videos"
"Stemcells"
"Life_after_death"
"Life_after_death"
"Reincarnation"
"Life_after_death"
"Education_parents"
"Age_of_earth"
"Relg_upbring_grouped"
"Stance_mastrubation"
"Reincarnation"
"Big_bang"
"Life_after_death"
"Abiogenesis"
"Stemcells"
"Stance_masturbation"
"Supernatural_tell"
"Evolution"
"Stemcells"
"Stemcells"
"Relg_friends"
"Kids"
"Age_of_earth"
"Stemcells"
"Stemcells"
"Big_bang"
"Education_parents"
"Stance_mastrubation"
"Education"
"Stance_mastrubation"
"Life_after_death"
"Age_of_earth"
"Stance_mastrubation"
"Speak_parents"
"Fear_judge"
"Stance_mastrubation"
"26"
"24"
"31"
"29"
"29"
"26"
"24"
"23"
"6"
"31"
"24"
"31"
"24"
"25"
"27"
"15"
"28"
"25"
"25"
"26"
"25"
"30"
"27"
"7"
"31"
"26"
"23"
"25"
"24"
"28"
"31"
"13"
"22"
"28"
"28"
"11"
"32"
"27"
"28"
"28"
"23"
"30"
"31"
"29"
"31"
"25"
"27"
"31"
"9"
"18"
"31"
"7.76627031528325e-05"
"6.76725914664273e-05"
"5.64026032224719e-05"
"5.48464817757769e-05"
"2.77577570586396e-05"
"2.77301683412675e-05"
"2.29634889479285e-05"
"1.11244979771466e-05"
"8.96198996516367e-06"
"5.8979330136779e-06"
"3.73325661420976e-06"
"2.44270014054492e-06"
"3.18067659163262e-07"
"4.10237858900537e-07"
"6.76934987385067e-08"
"2.99832862748135e-08"
"2.66532455682694e-08"
"3.80904328247878e-09"
"1.28404104723074e-09"
"5.58866647660087e-10"
"4.00152032043926e-10"
"2.92905547114772e-10"
"2.38002467839741e-10"
"2.09359140667769e-10"
"9.30987449315547e-11"
"6.62978971290318e-11"
"5.66631911688533e-11"
"5.54423583914382e-11"
"2.89127880023906e-11"
"2.70840043054643e-11"
"7.1386065495371e-12"
"3.02303764885772e-12"
"2.96127718798023e-14"
"6.16757185436529e-15"
"3.32629611037160e-15"
"2.60859282203400e-15"
"5.23263100015812e-16"
"3.51876835063054e-16"
"2.35679446450398e-16"
"4.25421841362032e-17"
"5.98544344805687e-19"
"9.69738467688799e-20"
"1.07422479843802e-20"
"9.03647380963496e-22"
"3.52594946202524e-22"
"1.45048459347770e-23"
"1.10985031872097e-24"
"3.4147827471173e-26"
"1.18675393234698e-26"
"4.67563614445160e-30"
"2.97806044328751e-31"
Stem cells
Life after
death
Creationism
Age of Earth
Evolution
Stance towards
masturbation
Masturbation stance
Age of Earth
Fun for others
not for me
10 mill –
10 bill
7 (7.01)
[0.00]
6 (19.27)
[-3.02]
10,000 25,000
1 (0.06)
[3.97]
0 (0.16)
[-0.39]
0 (1.76)
[-1.32]
1 (0.03)
[5.78]
1000-5000
0 (0.25)
[-0.50]
7 (0.70)
[7.53]
1 (7.92)
[-2.46]
1 (0.13)
[2.45]
25,000 10 mill
0 (0.62)
[-0.79]
7 (1.71)
[4.04]
5000 10000
0 (0.06)
[-0.24]
2 (0.16)
[4.68]
Bad behaviour
Fun & healthy
Immature
behaviour
234 (218.2) 1 (3.51)
[1.07]
[-1.33]
14 (19.36) 1 (0.31)
[-1.22]
[1.24]
0 (1.76)
[-1.33]
0 (0.03)
[-0.17]
Chi-square, p-value=3*10-31
Fisher, p-value=7*10-16
Bayesian: B≈2.9*1013
Pr(H0|D)=3.4*10-14
Life after death
Creationism
No
Yes
No
238 (259) 35 (58.6)
[1.47]
[-3.09]
Yes
9 (32.6)
[-4.14]
31 (7.34)
[8.70]
Chi-square, p-value=1.45*10-23 Fisher, p-value=1.36*10-18
Bayesian: B=1.86*1016
Pr(H0|D)=5.4*10-17
Big bang
Evolution
No
Yes
No
24 (5.45)
[7.94]
8 (26.5)
[-3.60]
Yes
37 (55.5)
[-2.49]
289 (270)
[1.13]
Chi-square, p-value=1.45*10-23 Fisher, p-value=1.36*10-18
Bayesian: B=1.86*1016
Pr(H0|D)=5.4*10-17
Religion of friends
All
2 (0.29)
[3.15]
Most
2 (1.80)
[0.15]
None
Some Very few
1 (0.45) 1 (2.85) 1 (1.60)
[0.82]
[-1.10]
[-0.48]
All women
5 (0.29)
[8.69]
1 (1.80)
[-0.60]
0 (0.45) 0 (2.85) 1 (1.60)
[-0.67] [-1.69] [-0.48]
Evenly
divided
3 (6.16) 36 (37.8)
[-1.27]
[-0.29]
All men
8 (9.4) 64 (59.9) 36 (33.7)
[-0.47]
[0.52]
[0.40]
Mostly men 3 (5.95) 44 (36.5) 11 (9.1) 60 (57.9) 24 (32.5)
[-1.21]
[1.24]
[0.62]
[0.27]
[-1.49]
Mostly
women
2 (2.30)
[-0.20]
9 (14.1)
[-1.36]
Chi-square, p-value=2.6*10-15
Bayesian not available
3 (3.53) 21 (22.4) 20 (12.6)
[-0.28] [-0.30] [2.08]
Fisher, p-value not available
Videos
about religion
No
Occasionally
Yes
Abiogenesis
No
Yes
46 (30.8)
[2.73]
16 (31.2)
[-2.72]
25 (25.3)
[-0.07]
26 (25.6)
[0.07]
28 (42.8)
[-2.26]
58 (43.2)
[2.25]
Chi-square, p-value=3.73*10-6 Fisher, p-value=2.86*10-6
Bayesian: B=6415
Pr(H0|D)=0.016%
Supernatural
experience
Gender
Reincarnation
Sexual
orientation
Stem cells
Life after
death
Religious
videos
Age of Earth
Education
Speak with
parents
Education of
Creationism
parents
Evolution
Switch religion
Stance towards
masturbation
Country
Religious
upbringing
Friend gender
Religion friends
Big bang
Abiogenesis