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Employee Stock-Based Compensation and Benefit Plans (Tables)
12 Months Ended
Dec. 31, 2018
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]  
Assumptions Used To Value Option Grants
The Company used the Black-Scholes model to estimate the fair value of the 2015 ESPP awards with the following weighted-average assumptions:
 
Year Ended
 
Year Ended
 
Year Ended
 
December 31, 2018
 
December 31, 2017
 
December 31, 2016
Expected volatility factor
0.26 - 0.29
 
0.27 - 0.29

 
0.27 - 0.41

Risk free interest rate
1.12% - 2.19%
 
0.60% - 1.12%

 
0.25% - 0.42%

Expected dividend yield
0% - 1.27%
 
0
%
 
0
%
Expected life (in years)
0.5
 
0.5

 
0.5

Detail Of The Total Stock-Based Compensation Recognized By Income Statement Classification
The detail of the total stock-based compensation recognized by income statement classification is as follows (in thousands):
Income Statement Classifications
2018
 
2017
 
2016
Cost of subscription, support and services
$
7,979

 
$
4,281

 
$
2,179

Research and development
66,154

 
47,291

 
38,578

Sales, marketing and services
72,406

 
55,173

 
48,514

General and administrative
57,080

 
58,375

 
63,468

Total
$
203,619

 
$
165,120

 
$
152,739

Schedule of Nonvested Stock Unit Activity
The following table summarizes the Company's non-vested stock unit activity for the year ended December 31, 2018:
 
 
Number of
Shares
 
Weighted-
Average
Fair Value
at Grant Date
Non-vested stock units at December 31, 2017
 
4,622,546

 
$
82.83

Granted
 
3,903,225

 
92.20

Vested
 
(2,076,052
)
 
71.92

Forfeited
 
(596,218
)
 
74.07

Non-vested stock units at December 31, 2018
 
5,853,501

 
88.79

Non-vested stock  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]  
Assumptions Used To Value Option Grants
The grant date fair value of the non-vested performance stock unit awards was determined through the use of a Monte Carlo simulation model, which utilized multiple input variables that determined the probability of satisfying the market condition requirements applicable to each award as follows:
 
March 2017 Grant (Modified)
March 2017 Grant
March 2016 Grant
January 2016 Grant
Expected volatility factor
0.16 - 0.32

0.27 - 0.32

0.29 - 0.39

0.29 - 0.37

Risk free interest rate
2.67
%
1.48
%
0.91
%
1.10
%
Expected dividend yield
0
%
0
%
0
%
0
%