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Stock-Based Compensation (Tables)
12 Months Ended
Dec. 31, 2018
Disclosure Of Compensation Related Costs Sharebased Payments [Abstract]  
Stock-Based Compensation Expense

The following table shows total stock-based compensation expense recognized in the accompanying consolidated statements of operations (in thousands):

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Year Ended December 31,

 

 

 

2018

 

 

2017

 

 

2016

 

Research and development

 

$

8,249

 

 

$

5,031

 

 

$

6,463

 

General and administrative

 

 

6,428

 

 

 

4,058

 

 

 

8,594

 

Total stock-based compensation expense

 

$

14,677

 

 

$

9,089

 

 

$

15,057

 

Assumptions Used for Estimating Fair Value of Employee Stock Options The assumptions used for estimating the fair value of the employee stock options are as follows:

 

 

 

 

Year Ended December 31,

 

 

 

2018

 

 

2017

 

 

2016

 

Risk-free interest rate

 

2.53-2.96%

 

 

1.81-2.28%

 

 

1.13-1.61%

 

Expected life of option (in years)

 

5.59-5.61

 

 

5.73-5.83

 

 

5.28-5.29

 

Expected dividend yield of stock

 

 

0

%

 

 

0

%

 

 

0

%

Expected volatility

 

0.72-0.75

 

 

0.71-0.72

 

 

0.68-0.70

 

Weighted-Average Assumptions Used for Estimating Fair Value of ESPP Purchase Rights

The weighted–average assumptions used for estimating the fair value of the ESPP purchase rights are as follows:

 

 

 

Year Ended December 31,

 

 

 

2018

 

 

2017

 

 

2016

 

Risk-free interest rate

 

2.16-2.80%

 

 

0.44-0.76%

 

 

0.41-0.80%

 

Expected life of option (in years)

 

0.5-2

 

 

0.5-2.0

 

 

0.5-2.0

 

Expected dividend yield of stock

 

 

0

%

 

 

0

%

 

 

0

%

Expected volatility

 

0.73-0.83

 

 

0.66-0.82

 

 

0.71-0.76