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Table 5 Regression analysis: OLS regressions are performed for five samples: (a) Sample of differences across the five highest and five lowest BM groups for the variables average post-portfolio formation returns and normalized illiquidity; (b) Same as (a), for the three highest and three lowest BM groups; (c) Same as (a), for the highest and lowest BM groups; (d) Sample of average annual returns and illiquidity across BM groups and post-portfolio formation years; (e) Sample of annual returns for each stock for each post-portfolio formation year

From: Value investing or investing in illiquidity? The profitability of contrarian investment strategies, revisited

 

(a)

(b)

(c)

(d)

(e)

Five highest/lowest BM group average return annual difference

Three highest/lowest BM group average annual return difference

Highest/lowest BM group average annual return difference

Average annual return, 10 BM groups

Annual return, all stocks

Intercept

2.4089**

2.9429**

3.5226

0.1153***

0.1074***

Illiquidity

0.03316***

0.0257***

0.0247***

0.0077***

0.0019***

BM group

   

0.0114***

0.0082***

Nominal year

   

0.0054***

0.0050***

Year

−0.0012**

−0.0015**

−0.0018

  

Adj-R2

0.3895

0.3779

0.3596

0.9190

0.0024

Observations

33

33

33

50

327,960

  1. , and denote significance at the 1% and 5% levels