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Allowance for Loan Losses (Tables)
 12 Months Ended
Dec. 31, 2016
Receivables [Abstract]  
Schedule of Allowance for Loan Losses by Portfolio Segment
The following tables present a summary of changes in the allowance for loan losses by portfolio segment:
Year ended December 31, 2016
Real Estate
Consumer
Commercial
Agriculture
Other
Total
Allowance for loan losses:
 
 
 
 
 
 
Beginning balance
$
52,296

$
5,144

$
18,775

$
602

$
—

$
76,817

Provision charged (credited) to operating
   expense
(21,714
)
8,393

21,950

1,362

—

9,991

Less loans charged-off
(5,215
)
(8,607
)
(5,838
)
(183
)
—

(19,843
)
Add back recoveries of loans previously charged-off
3,258

2,781

3,205

5

—

9,249

Ending balance
$
28,625

$
7,711

$
38,092

$
1,786

$
—

$
76,214

 
 
 
 
 
 
 
Individually evaluated for impairment
$
4,588

$
—

$
9,254

$
112

$
—

$
13,954

Collectively evaluated for impairment
24,037

7,711

28,838

1,674

—

62,260

Ending balance
$
28,625

$
7,711

$
38,092

$
1,786

$
—

$
76,214

 
 
 
 
 
 
 
Total loans:
 
 
 
 
 
 
Individually evaluated for impairment
$
68,632

$
—

$
32,397

$
3,662

$
—

$
104,691

Collectively evaluated for impairment
3,445,451

970,266

765,545

129,196

1,601

5,312,059

Total loans held for investment
$
3,514,083

$
970,266

$
797,942

$
132,858

$
1,601

$
5,416,750

Year ended December 31, 2015
Real Estate
Consumer
Commercial
Agriculture
Other
Total
Allowance for loan losses:
 
 
 
 
 
 
Beginning balance
$
53,884

$
5,035

$
14,307

$
974

$
—

$
74,200

Provision charged (credited) to operating
   expense
(645
)
3,243

4,376

(152
)
—

6,822

Less loans charged-off
(4,076
)
(5,683
)
(1,657
)
(221
)
—

(11,637
)
Add back recoveries of loans previously charged-off
3,133

2,549

1,749

1

—

7,432

Ending balance
$
52,296

$
5,144

$
18,775

$
602

$
—

$
76,817

 
 
 
 
 
 
 
Individually evaluated for impairment
$
4,794

$
—

$
6,487

$
294

$
—

$
11,575

Collectively evaluated for impairment
47,502

5,144

12,288

308

—

65,242

Ending balance
$
52,296

$
5,144

$
18,775

$
602

$
—

$
76,817

 
 
 
 
 
 
 
Total loans:
 
 
 
 
 
 
Individually evaluated for impairment
$
66,516

$
—

$
24,471

$
978

$
—

$
91,965

Collectively evaluated for impairment
3,346,546

844,353

767,945

141,173

1,339

5,101,356

Total loans held for investment
$
3,413,062

$
844,353

$
792,416

$
142,151

$
1,339

$
5,193,321


Year ended December 31, 2014
Real Estate
Consumer
Commercial
Agriculture
Other
Total
Allowance for loan losses:
 
 
 
 
 
 
Beginning balance
$
63,923

$
6,193

$
14,747

$
476

$
—

$
85,339

Provision charged (credited) to operating
   expense
(10,348
)
1,382

1,809

535

—

(6,622
)
Less loans charged-off
(3,014
)
(4,887
)
(6,030
)
(64
)
—

(13,995
)
Add back recoveries of loans previously charged-off
3,323

2,347

3,781

27

—

9,478

Ending balance
$
53,884

$
5,035

$
14,307

$
974

$
—

$
74,200

 
 
 
 
 
 
 
Individually evaluated for impairment
$
3,961

$
—

$
1,190

$
641

$
—

$
5,792

Collectively evaluated for impairment
49,923

5,035

13,117

333

—

68,408

Ending balance
$
53,884

$
5,035

$
14,307

$
974

$
—

$
74,200

 
 
 
 
 
 
 
Total loans:
 
 
 
 
 
 
Individually evaluated for impairment
$
62,775

$
—

$
14,526

$
1,179

$
—

$
78,480

Collectively evaluated for impairment
3,162,478

762,471

725,547

123,680

3,959

4,778,135

Total loans held for investment
$
3,225,253

$
762,471

$
740,073

$
124,859

$
3,959

$
4,856,615