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Table 15 M&As (MA, NMA) and Stock Liquidity (CPQS, ILLIQ, CPQSIM)

From: Stock liquidity, financial constraints, and innovation in Chinese SMEs

 

CPQS

ILLIQ

CPQSIM

 

MA

NMA

MA

NMA

MA

NMA

CPQS

0.065*

1.058*

    
 

(0.112)

(0.500)

    

CPQSIM

    

− 0.774***

− 3.014***

     

(0.077)

(0.346)

ILLIQ

  

− 1.169***

− 4.688***

  
   

(0.098)

(0.439)

  

CONSTANT

0.691

1.768***

0.771***

2.175***

0.739***

2.042***

 

(0.014)

(0.062)

(0.009)

(0.040)

(0.008)

(0.035)

N

4786

4786

4786

4786

4786

4786

\({R}^{2}\)/Pseudo \({R}^{2}\)

0.000

0.001

0.023

0.023

0.016

0.015

  1. This table presents the Tobit estimation results for the relationship between stock liquidity and M&As for SMEs, respectively. Stock liquidity is denoted by CPQS, ILLIQ, and CPQSIM, respectively. M&As are measured by MA and NMA. N is the number of firm-year observations. ***, ** and * denote statistical significance at the 1%, 5% and 10% levels, respectively