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Chapter 5 · Data Analysis: A Concise Overview of Statistical Techniques · Slide 207/274

Lambda Coefficient

Sum of the maximum frequencies of all columns

5.2.2 · Strength of a RelationshipLambda · Calculation

Lambda Coefficient


Sum of the maximum frequencies of all columns

λ — numerator: sum over c of maxᵣ(n_rc) minus maxᵣ(n_r); denominator: n − maxᵣ(n_r)

maximum total value of a row

r — row index
c — column index
Internet UseGenderTotal
(row)
MaleFemale
r = 1rarely51015
r = 2often10515
Total (column)15c = 115c = 2n = 30
λ = ((10 + 10) − 15) divided by (30 − 15) = 0.333

Knowing the gender increases prediction accuracy by a factor of 0.333, i.e. 33.3% improvement.

QUESTIONSTAR · Dr. Paul Marx207 / 274
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