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Stock-Based Compensation
6 Months Ended
Jun. 30, 2017
Disclosure of Compensation Related Costs, Share-based Payments [Abstract]  
Stock-Based Compensation
STOCK-BASED COMPENSATION
We recorded and allocated employee stock-based compensation expense for our equity incentive plans and our 2000 Employee Stock Purchase Plan (“ESPP”) as follows (in thousands):
 
Three Months Ended June 30,
 
Six Months Ended June 30,
 
2017
 
2016
 
2017
 
2016
Research and development expense
$
1,600

 
$
1,165

 
$
3,078

 
$
6,729

Selling, general and administrative expense
3,427

 
2,393

 
6,662

 
8,014

Total stock-based compensation expense
$
5,027

 
$
3,558

 
$
9,740

 
$
14,743


We use the Black-Scholes Merton option pricing model to value our stock options and ESPP purchases. The weighted average grant-date fair value of our stock options and ESPP purchases was as follows:
 
Three Months Ended June 30,
 
Six Months Ended June 30,
 
2017
 
2016
 
2017
 
2016
Stock options
$
10.07

 
$
3.17

 
$
10.01

 
$
2.67

ESPP
$
5.65

 
$
1.60

 
$
4.61

 
$
1.79


The fair value of stock options and ESPP purchases was estimated using the following assumptions:
 
Stock Options
 
Three Months Ended June 30,
 
Six Months Ended June 30,
 
2017
 
2016
 
2017
 
2016
Risk-free interest rate
1.72
%
 
0.90
%
 
1.68
%
 
1.10
%
Dividend yield
%
 
%
 
%
 
%
Expected volatility
60
%
 
67
%
 
61
%
 
76
%
Expected life
4.3 years

 
4.4 years

 
4.2 years

 
4.4 years

 
ESPP
 
Three Months Ended June 30,
 
Six Months Ended June 30,
 
2017
 
2016
 
2017
 
2016
Risk-free interest rate
0.94
%
 
0.39
%
 
0.77
%
 
0.42
%
Dividend yield
%
 
%
 
%
 
%
Expected volatility
60
%
 
65
%
 
64
%
 
69
%
Expected life
6 months

 
6 months

 
6 months

 
6 months


We considered implied volatility as well as our historical volatility in developing our estimate of expected volatility. The expected life computation is based on historical exercise patterns and post-vesting termination behavior.
A summary of stock option activity for the six months ended June 30, 2017 is presented below (dollars in thousands, except per share amounts):
 
Shares
 
Weighted
Average
Exercise Price
 
Weighted
Average
Remaining Contractual
Term
 
Aggregate
Intrinsic
Value
Options outstanding at December 31, 2016
24,999,665

 
$
4.91

 
 
 
 
Granted
674,110

 
$
20.57

 
 
 
 
Exercised
(3,242,026
)
 
$
4.04

 
 
 
 
Forfeited
(161,836
)
 
$
7.27

 
 
 
 
Options outstanding at June 30, 2017
22,269,913

 
$
5.50

 
4.25 years
 
$
426,081

Exercisable at June 30, 2017
16,181,093

 
$
4.13

 
3.72 years
 
$
331,770


As of June 30, 2017, a total of 24,237,774 shares were available for grant under our stock option plans.
A summary of restricted stock unit (“RSU”) activity for the six months ended June 30, 2017 is presented below (dollars in thousands, except per share amounts):
 
Shares
 
Weighted
Average
Grant Date
Fair Value
 
Weighted
Average
Remaining
Contractual
Term
 
Aggregate
Intrinsic
Value
RSUs outstanding at December 31, 2016
2,469,791

 
$
8.69

 
 
 
 
Awarded
258,272

 
$
20.81

 
 
 
 
Vested and released
(280,657
)
 
$
4.24

 
 
 
 
Forfeited
(85,543
)
 
$
10.72

 
 
 
 
RSUs outstanding at June 30, 2017
2,361,863

 
$
10.47

 
1.72 years
 
$
58,173