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Stock-based Compensation Expense (Tables)
12 Months Ended
Dec. 31, 2017
Disclosure of Compensation Related Costs, Share-based Payments [Abstract]  
Stock-based compensation expense by line item
The effect of stock-based compensation expense during the three years ended December 31, 2017 was as follows:
 
2017
 
2016
 
2015
 
(in thousands)
Stock-based compensation expense by line item:
 
 
 
 
 
Research and development expenses
$
181,900

 
$
153,451

 
$
152,955

Sales, general and administrative expenses
108,836

 
84,254

 
78,070

Total stock-based compensation expense included in costs and expenses
$
290,736

 
$
237,705

 
$
231,025

Stock-based compensation expense by type of award
The stock-based compensation expense by type of award during the three years ended December 31, 2017 was as follows:
 
2017
 
2016
 
2015
 
(in thousands)
Stock-based compensation expense by type of award:
 
 
 
 
 
Stock options
$
105,367

 
$
114,768

 
$
129,276

Restricted stock and restricted stock units (including PSUs)
181,258

 
118,709

 
98,811

ESPP share issuances
9,017

 
7,835

 
7,025

Less: stock-based compensation expense capitalized to inventories
(4,906
)
 
(3,607
)
 
(4,087
)
Total stock-based compensation expense included in costs and expenses
$
290,736

 
$
237,705

 
$
231,025

Unrecognized stock-based compensation expense, net of estimated forfeitures
The following table sets forth the Company’s unrecognized stock-based compensation expense as of December 31, 2017, by type of award and the weighted-average period over which that expense is expected to be recognized:
 
As of December 31, 2017
 
Unrecognized Expense
 
Weighted-average Recognition Period
 
(in thousands)
 
(in years)
Type of award:
 
 
 
Stock options
$
147,402

 
2.45
Restricted stock and restricted stock units (including PSUs)
$
254,302

 
2.47
ESPP share issuances
$
4,245

 
0.59
Schedule of assumptions used to estimate the grant date fair value of options
The fair value of each option granted during 2017, 2016 and 2015 was estimated on the date of grant using the Black-Scholes option pricing model with the following weighted-average assumptions:
 
2017
 
2016
 
2015
Expected stock price volatility
45.31
%
 
46.77
%
 
47.29
%
Risk-free interest rate
1.94
%
 
1.32
%
 
1.61
%
Expected term of options (in years)
4.68

 
4.91

 
5.28

Expected annual dividends

 

 

Schedule of assumptions used to estimate the grant date fair value employee stock purchase plan
The following table reflects the weighted-average assumptions used in the Black-Scholes option pricing model for 2017, 2016 and 2015:
 
2017
 
2016
 
2015
Expected stock price volatility
39.09
%
 
48.22
%
 
47.20
%
Risk-free interest rate
1.24
%
 
0.56
%
 
0.40
%
Expected term (in years)
0.75

 
0.75

 
0.72

Expected annual dividends