XML 49 R29.htm IDEA: XBRL DOCUMENT v3.8.0.1
Loans (Tables)
9 Months Ended
Sep. 30, 2017
Receivables [Abstract]  
Loan composition The period end loan composition was as follows.
 
September 30,
2017
 
December 31,
2016
 
($ in Thousands)
Commercial and industrial
$
6,534,660

 
$
6,489,014

Commercial real estate — owner occupied
827,064

 
897,724

Commercial and business lending
7,361,724

 
7,386,738

Commercial real estate — investor
3,345,536

 
3,574,732

Real estate construction
1,552,135

 
1,432,497

Commercial real estate lending
4,897,671

 
5,007,229

Total commercial
12,259,395

 
12,393,967

Residential mortgage
7,408,471

 
6,332,327

Home equity
890,130

 
934,443

Other consumer
373,464

 
393,979

Total consumer
8,672,065

 
7,660,749

Total loans
$
20,931,460

 
$
20,054,716

Commercial and consumer loans by credit quality indicator The following table presents commercial and consumer loans by credit quality indicator at September 30, 2017.
 
Pass
 
Special Mention
 
Potential Problem
 
Nonaccrual
 
Total
 
($ in Thousands)
Commercial and industrial
$
6,101,491

 
$
157,106

 
$
153,779

 
$
122,284

 
$
6,534,660

Commercial real estate - owner occupied
742,257

 
11,741

 
57,468

 
15,598

 
827,064

Commercial and business lending
6,843,748

 
168,847

 
211,247

 
137,882

 
7,361,724

Commercial real estate - investor
3,284,497

 
10,726

 
46,770

 
3,543

 
3,345,536

Real estate construction
1,550,462

 
15

 
118

 
1,540

 
1,552,135

Commercial real estate lending
4,834,959

 
10,741

 
46,888

 
5,083

 
4,897,671

Total commercial
11,678,707

 
179,588

 
258,135

 
142,965

 
12,259,395

Residential mortgage
7,352,286

 
881

 
650

 
54,654

 
7,408,471

Home equity
876,003

 
1,364

 
124

 
12,639

 
890,130

Other consumer
372,638

 
567

 

 
259

 
373,464

Total consumer
8,600,927

 
2,812

 
774

 
67,552

 
8,672,065

Total
$
20,279,634

 
$
182,400

 
$
258,909

 
$
210,517

 
$
20,931,460

The following table presents commercial and consumer loans by credit quality indicator at December 31, 2016.
 
Pass
 
Special Mention
 
Potential Problem
 
Nonaccrual
 
Total
 
($ in Thousands)
Commercial and industrial
$
5,937,119

 
$
141,328

 
$
227,196

 
$
183,371

 
$
6,489,014

Commercial real estate - owner occupied
805,871

 
17,785

 
64,524

 
9,544

 
897,724

Commercial and business lending
6,742,990

 
159,113

 
291,720

 
192,915

 
7,386,738

Commercial real estate - investor
3,491,217

 
14,236

 
51,228

 
18,051

 
3,574,732

Real estate construction
1,429,083

 
105

 
2,465

 
844

 
1,432,497

Commercial real estate lending
4,920,300

 
14,341

 
53,693

 
18,895

 
5,007,229

Total commercial
11,663,290

 
173,454

 
345,413

 
211,810

 
12,393,967

Residential mortgage
6,275,162

 
1,314

 
5,615

 
50,236

 
6,332,327

Home equity
919,740

 
1,588

 
114

 
13,001

 
934,443

Other consumer
393,161

 
562

 

 
256

 
393,979

Total consumer
7,588,063

 
3,464

 
5,729

 
63,493

 
7,660,749

Total
$
19,251,353

 
$
176,918

 
$
351,142

 
$
275,303

 
$
20,054,716

Summarized details of Loans The following table presents loans by past due status at September 30, 2017.
 
Current
 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or
More
Past Due(a)
 
Nonaccrual(b)
 
Total
 
($ in Thousands)
Commercial and industrial
$
6,410,690

 
$
1,254

 
$
124

 
$
308

 
$
122,284

 
$
6,534,660

Commercial real estate - owner occupied
809,944

 
1,522

 

 

 
15,598

 
827,064

Commercial and business lending
7,220,634

 
2,776

 
124

 
308

 
137,882

 
7,361,724

Commercial real estate - investor
3,340,884

 
1,109

 

 

 
3,543

 
3,345,536

Real estate construction
1,549,895

 
685

 
15

 

 
1,540

 
1,552,135

Commercial real estate lending
4,890,779

 
1,794

 
15

 

 
5,083

 
4,897,671

Total commercial
12,111,413

 
4,570

 
139

 
308

 
142,965

 
12,259,395

Residential mortgage
7,344,947

 
8,327

 
543

 

 
54,654

 
7,408,471

Home equity
870,300

 
5,852

 
1,339

 

 
12,639

 
890,130

Other consumer
370,216

 
987

 
699

 
1,303

 
259

 
373,464

Total consumer
8,585,463

 
15,166

 
2,581

 
1,303

 
67,552

 
8,672,065

Total
$
20,696,876

 
$
19,736

 
$
2,720

 
$
1,611

 
$
210,517

 
$
20,931,460

(a)
The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at September 30, 2017 (the same as the reported balances for the accruing loans noted above).
(b)
Of the total nonaccrual loans, $156 million or 74% were current with respect to payment at September 30, 2017.
The following table presents loans by past due status at December 31, 2016.
 
Current
 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or
More
Past Due(a)
 
Nonaccrual(b)
 
Total
 
($ in Thousands)
Commercial and industrial
$
6,303,994

 
$
965

 
$
448

 
$
236

 
$
183,371

 
$
6,489,014

Commercial real estate - owner occupied
886,796

 
968

 
416

 

 
9,544

 
897,724

Commercial and business lending
7,190,790

 
1,933

 
864

 
236

 
192,915

 
7,386,738

Commercial real estate - investor
3,555,750

 
431

 
500

 

 
18,051

 
3,574,732

Real estate construction
1,431,284

 
264

 
105

 

 
844

 
1,432,497

Commercial real estate lending
4,987,034

 
695

 
605

 

 
18,895

 
5,007,229

Total commercial
12,177,824

 
2,628

 
1,469

 
236

 
211,810

 
12,393,967

Residential mortgage
6,273,949

 
7,298

 
844

 

 
50,236

 
6,332,327

Home equity
915,593

 
4,265

 
1,584

 

 
13,001

 
934,443

Other consumer
389,157

 
2,471

 
718

 
1,377

 
256

 
393,979

Total consumer
7,578,699

 
14,034

 
3,146

 
1,377

 
63,493

 
7,660,749

Total
$
19,756,523

 
$
16,662

 
$
4,615

 
$
1,613

 
$
275,303

 
$
20,054,716

(a)
The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at December 31, 2016 (the same as the reported balances for the accruing loans noted above).
(b)
Of the total nonaccrual loans, $224 million or 81% were current with respect to payment at December 31, 2016.
Summarized details of impaired Loans The following table presents impaired loans individually evaluated under ASC Topic 310 at September 30, 2017.
 
Recorded
Investment
 
Unpaid
Principal
Balance
 
Related
Allowance
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 
($ in Thousands)
Loans with a related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
67,226

 
$
72,343

 
$
11,540

 
$
76,082

 
$
1,050

Commercial real estate — owner occupied
12,255

 
12,374

 
1,549

 
12,032

 
192

Commercial and business lending
79,481

 
84,717

 
13,089

 
88,114

 
1,242

Commercial real estate — investor
16,974

 
16,988

 
1,812

 
16,992

 
1,224

Real estate construction
476

 
586

 
75

 
489

 
22

Commercial real estate lending
17,450

 
17,574

 
1,887

 
17,481

 
1,246

Total commercial
96,931

 
102,291

 
14,976

 
105,595

 
2,488

Residential mortgage
42,684

 
45,028

 
6,893

 
43,090

 
1,258

Home equity
10,351

 
11,283

 
3,684

 
10,537

 
411

Other consumer
1,092

 
1,093

 
118

 
1,095

 
1

Total consumer
54,127

 
57,404

 
10,695

 
54,722

 
1,670

Total loans(a)
$
151,058

 
$
159,695

 
$
25,671

 
$
160,317

 
$
4,158

Loans with no related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
86,802

 
$
99,480

 
$

 
$
100,398

 
$
927

Commercial real estate — owner occupied
6,871

 
7,716

 

 
7,016

 

Commercial and business lending
93,673

 
107,196

 

 
107,414

 
927

Commercial real estate — investor
589

 
732

 

 
606

 

Real estate construction
213

 
218

 

 
220

 

Commercial real estate lending
802

 
950

 

 
826

 

Total commercial
94,475

 
108,146

 

 
108,240

 
927

Residential mortgage
6,469

 
7,074

 

 
6,492

 
105

Home equity
540

 
543

 

 
540

 

Other consumer

 

 

 

 

Total consumer
7,009

 
7,617

 

 
7,032

 
105

Total loans(a)
$
101,484

 
$
115,763

 
$

 
$
115,272

 
$
1,032

Total
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
154,028

 
$
171,823

 
$
11,540

 
$
176,480

 
$
1,977

Commercial real estate — owner occupied
19,126

 
20,090

 
1,549

 
19,048

 
192

Commercial and business lending
173,154

 
191,913

 
13,089

 
195,528

 
2,169

Commercial real estate — investor
17,563

 
17,720

 
1,812

 
17,598

 
1,224

Real estate construction
689

 
804

 
75

 
709

 
22

Commercial real estate lending
18,252

 
18,524

 
1,887

 
18,307

 
1,246

Total commercial
191,406

 
210,437

 
14,976

 
213,835

 
3,415

Residential mortgage
49,153

 
52,102

 
6,893

 
49,582

 
1,363

Home equity
10,891

 
11,826

 
3,684

 
11,077

 
411

Other consumer
1,092

 
1,093

 
118

 
1,095

 
1

Total consumer
61,136

 
65,021

 
10,695

 
61,754

 
1,775

Total loans(a)
$
252,542

 
$
275,458

 
$
25,671

 
$
275,589

 
$
5,190

(a)
The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 82% of the unpaid principal balance at September 30, 2017.
The following table presents impaired loans individually evaluated under ASC Topic 310 at December 31, 2016
 
Recorded
Investment
 
Unpaid
Principal
Balance
 
Related
Allowance
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 
($ in Thousands)
Loans with a related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
99,786

 
$
105,175

 
$
21,047

 
$
104,808

 
$
2,345

Commercial real estate — owner occupied
5,544

 
5,568

 
23

 
5,840

 
263

Commercial and business lending
105,330

 
110,743

 
21,070

 
110,648

 
2,608

Commercial real estate — investor
26,764

 
27,031

 
3,410

 
30,665

 
2,120

Real estate construction
509

 
648

 
84

 
529

 
31

Commercial real estate lending
27,273

 
27,679

 
3,494

 
31,194

 
2,151

Total commercial
132,603

 
138,422

 
24,564

 
141,842

 
4,759

Residential mortgage
37,902

 
39,979

 
6,438

 
38,608

 
1,551

Home equity
11,070

 
11,909

 
3,943

 
11,420

 
627

Other consumer
1,012

 
1,023

 
109

 
1,021

 
2

Total consumer
49,984

 
52,911

 
10,490

 
51,049

 
2,180

Total loans(a)
$
182,587

 
$
191,333

 
$
35,054

 
$
192,891

 
$
6,939

Loans with no related allowance
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
113,485

 
$
134,863

 
$

 
$
117,980

 
$
1,519

Commercial real estate — owner occupied
8,439

 
9,266

 

 
8,759

 
138

Commercial and business lending
121,924

 
144,129

 

 
126,739

 
1,657

Commercial real estate — investor
6,144

 
6,478

 

 
7,092

 

Real estate construction

 

 

 

 

Commercial real estate lending
6,144

 
6,478

 

 
7,092

 

Total commercial
128,068

 
150,607

 

 
133,831

 
1,657

Residential mortgage
5,974

 
6,998

 

 
6,610

 
184

Home equity
106

 
107

 

 
107

 
4

Other consumer

 

 

 

 

Total consumer
6,080

 
7,105

 

 
6,717

 
188

Total loans(a)
$
134,148

 
$
157,712

 
$

 
$
140,548

 
$
1,845

Total
 
 
 
 
 
 
 
 
 
Commercial and industrial
$
213,271

 
$
240,038

 
$
21,047

 
$
222,788

 
$
3,864

Commercial real estate — owner occupied
13,983

 
14,834

 
23

 
14,599

 
401

Commercial and business lending
227,254

 
254,872

 
21,070

 
237,387

 
4,265

Commercial real estate — investor
32,908

 
33,509

 
3,410

 
37,757

 
2,120

Real estate construction
509

 
648

 
84

 
529

 
31

Commercial real estate lending
33,417

 
34,157

 
3,494

 
38,286

 
2,151

Total commercial
260,671

 
289,029

 
24,564

 
275,673

 
6,416

Residential mortgage
43,876

 
46,977

 
6,438

 
45,218

 
1,735

Home equity
11,176

 
12,016

 
3,943

 
11,527

 
631

Other consumer
1,012

 
1,023

 
109

 
1,021

 
2

Total consumer
56,064

 
60,016

 
10,490

 
57,766

 
2,368

Total loans(a)
$
316,735

 
$
349,045

 
$
35,054

 
$
333,439

 
$
8,784

(a)
The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 81% of the unpaid principal balance at December 31, 2016.
Nonaccrual and performing restructured loans The following table presents nonaccrual and performing restructured loans by loan portfolio.
 
September 30, 2017
 
December 31, 2016
 
Performing
Restructured
Loans
 
Nonaccrual
Restructured
Loans(a)
 
Performing
Restructured
Loans
 
Nonaccrual
Restructured
Loans(a)
 
($ in Thousands)
Commercial and industrial
$
32,572

 
$
7,994

 
$
31,884

 
$
1,276

Commercial real estate — owner occupied
4,077

 
2,145

 
5,490

 
2,220

Commercial real estate — investor
14,294

 
589

 
15,289

 
924

Real estate construction
316

 
160

 
359

 
150

Residential mortgage
16,859

 
20,248

 
18,100

 
21,906

Home equity
7,987

 
2,364

 
7,756

 
2,877

Other consumer
1,073

 
20

 
979

 
32

   Total
$
77,178

 
$
33,520

 
$
79,857

 
$
29,385


(a)
Nonaccrual restructured loans have been included within nonaccrual loans.
Summary of restructured loans The following table provides the number of loans modified in a troubled debt restructuring by loan portfolio during the nine months ended September 30, 2017 and 2016, respectively, and the recorded investment and unpaid principal balance as of September 30, 2017 and 2016, respectively.
 
Nine Months Ended September 30, 2017
 
Nine Months Ended September 30, 2016
 
Number
of
Loans
 
Recorded
Investment(a)
 
Unpaid
Principal
Balance(b)
 
Number
of
Loans
 
Recorded
Investment(a)
 
Unpaid
Principal
Balance(b)
 
($ in Thousands)
Commercial and industrial
19

 
$
11,387

 
$
15,898

 
10

 
$
2,455

 
$
2,517

Commercial real estate — owner occupied
2

 
710

 
710

 
1

 
117

 
124

Real estate construction

 

 

 
1

 
66

 
91

Residential mortgage
48

 
4,445

 
4,638

 
56

 
4,676

 
4,922

Home equity
35

 
934

 
1,182

 
47

 
1,709

 
1,793

Other consumer

 

 

 
1

 
15

 
16

   Total
104

 
$
17,476

 
$
22,428

 
116

 
$
9,038

 
$
9,463


(a)
Represents post-modification outstanding recorded investment.
(b)
Represents pre-modification outstanding recorded investment.
Troubled debt restructurings subsequent redefault The following table provides the number of loans modified in a troubled debt restructuring during the previous twelve months which subsequently defaulted during the nine months ended September 30, 2017 and 2016, respectively, as well as the recorded investment in these restructured loans as of September 30, 2017 and 2016, respectively.
 
Nine Months Ended September 30, 2017
 
Nine Months Ended September 30, 2016
 
Number of
Loans
 
Recorded
Investment
 
Number of
Loans
 
Recorded
Investment
 
($ in Thousands)
Commercial and industrial
1

 
$
1

 

 
$

Residential mortgage
21

 
1,335

 
36

 
3,310

Home equity
14

 
371

 
12

 
182

Other consumer

 

 
1

 
15

   Total
36

 
$
1,707

 
49

 
$
3,507

Changes in the allowance for loan losses by portfolio segment
($ in Millions)
Nine Months Ended September 30, 2017
 
Year Ended December 31, 2016
Balance at beginning of period
$
38

 
$
42

Charge offs
(26
)
 
(59
)
Recoveries

 

Net Charge offs
(26
)
 
(59
)
Provision for loan losses
18

 
55

Balance at end of period
$
30

 
$
38

Allowance for loan losses
 
 
 
Individually evaluated for impairment
$
2

 
$
14

Collectively evaluated for impairment
28

 
24

Total allowance for loan losses
$
30

 
$
38

Loans
 
 
 
Individually evaluated for impairment
$
92

 
$
147

Collectively evaluated for impairment
485

 
521

Total loans
$
577

 
$
668

The following table presents a summary of the changes in the allowance for loan losses by portfolio segment for the nine months ended September 30, 2017.
($ in Thousands)
Commercial and
industrial
Commercial real estate
- owner
occupied
Commercial real estate - 
investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2016
$
140,126

$
14,034

$
45,285

$
26,932

$
27,046

$
20,364

$
4,548

$
278,335

Charge offs
(33,928
)
(83
)
(803
)
(225
)
(1,472
)
(2,208
)
(3,238
)
(41,957
)
Recoveries
9,072

158

218

60

754

2,348

563

13,173

Net Charge offs
(24,856
)
75

(585
)
(165
)
(718
)
140

(2,675
)
(28,784
)
Provision for loan losses
23,587

(4,352
)
1,798

(1,340
)
4,632

(479
)
3,154

27,000

September 30, 2017
$
138,857

$
9,757

$
46,498

$
25,427

$
30,960

$
20,025

$
5,027

$
276,551

Allowance for loan losses
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
11,540

$
1,549

$
1,812

$
75

$
6,893

$
3,684

$
118

$
25,671

Collectively evaluated for impairment
127,317

8,208

44,686

25,352

24,067

16,341

4,909

250,880

Total allowance for loan losses
$
138,857

$
9,757

$
46,498

$
25,427

$
30,960

$
20,025

$
5,027

$
276,551

Loans
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
154,028

$
19,126

$
17,563

$
689

$
49,153

$
10,891

$
1,092

$
252,542

Collectively evaluated for impairment
6,380,632

807,938

3,327,973

1,551,446

7,359,318

879,239

372,372

20,678,918

Total loans
$
6,534,660

$
827,064

$
3,345,536

$
1,552,135

$
7,408,471

$
890,130

$
373,464

$
20,931,460


For comparison purposes, a summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2016, was as follows.
($ in Thousands)
Commercial and
industrial
Commercial real estate
- owner
occupied
Commercial real estate - 
investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2015
$
129,959

$
18,680

$
43,018

$
25,266

$
28,261

$
23,555

$
5,525

$
274,264

Charge offs
(71,016
)
(512
)
(1,504
)
(558
)
(4,332
)
(4,686
)
(3,831
)
(86,439
)
Recoveries
14,543

74

1,624

203

755

3,491

820

21,510

Net Charge offs
(56,473
)
(438
)
120

(355
)
(3,577
)
(1,195
)
(3,011
)
(64,929
)
Provision for loan losses
66,640

(4,208
)
2,147

2,021

2,362

(1,996
)
2,034

69,000

December 31, 2016
$
140,126

$
14,034

$
45,285

$
26,932

$
27,046

$
20,364

$
4,548

$
278,335

Allowance for loan losses
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
21,047

$
23

$
3,410

$
84

$
6,438

$
3,943

$
109

$
35,054

Collectively evaluated for impairment
119,079

14,011

41,875

26,848

20,608

16,421

4,439

243,281

Total allowance for loan losses
$
140,126

$
14,034

$
45,285

$
26,932

$
27,046

$
20,364

$
4,548

$
278,335

Loans
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
213,271

$
13,983

$
32,908

$
509

$
43,876

$
11,176

$
1,012

$
316,735

Collectively evaluated for impairment
6,275,743

883,741

3,541,824

1,431,988

6,288,451

923,267

392,967

19,737,981

Total loans
$
6,489,014

$
897,724

$
3,574,732

$
1,432,497

$
6,332,327

$
934,443

$
393,979

$
20,054,716



Changes in the allowance for loan losses by oil and gas segment
($ in Millions)
Nine Months Ended September 30, 2017
 
Year Ended December 31, 2016
Balance at beginning of period
$
38

 
$
42

Charge offs
(26
)
 
(59
)
Recoveries

 

Net Charge offs
(26
)
 
(59
)
Provision for loan losses
18

 
55

Balance at end of period
$
30

 
$
38

Allowance for loan losses
 
 
 
Individually evaluated for impairment
$
2

 
$
14

Collectively evaluated for impairment
28

 
24

Total allowance for loan losses
$
30

 
$
38

Loans
 
 
 
Individually evaluated for impairment
$
92

 
$
147

Collectively evaluated for impairment
485

 
521

Total loans
$
577

 
$
668

The following table presents a summary of the changes in the allowance for loan losses by portfolio segment for the nine months ended September 30, 2017.
($ in Thousands)
Commercial and
industrial
Commercial real estate
- owner
occupied
Commercial real estate - 
investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2016
$
140,126

$
14,034

$
45,285

$
26,932

$
27,046

$
20,364

$
4,548

$
278,335

Charge offs
(33,928
)
(83
)
(803
)
(225
)
(1,472
)
(2,208
)
(3,238
)
(41,957
)
Recoveries
9,072

158

218

60

754

2,348

563

13,173

Net Charge offs
(24,856
)
75

(585
)
(165
)
(718
)
140

(2,675
)
(28,784
)
Provision for loan losses
23,587

(4,352
)
1,798

(1,340
)
4,632

(479
)
3,154

27,000

September 30, 2017
$
138,857

$
9,757

$
46,498

$
25,427

$
30,960

$
20,025

$
5,027

$
276,551

Allowance for loan losses
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
11,540

$
1,549

$
1,812

$
75

$
6,893

$
3,684

$
118

$
25,671

Collectively evaluated for impairment
127,317

8,208

44,686

25,352

24,067

16,341

4,909

250,880

Total allowance for loan losses
$
138,857

$
9,757

$
46,498

$
25,427

$
30,960

$
20,025

$
5,027

$
276,551

Loans
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
154,028

$
19,126

$
17,563

$
689

$
49,153

$
10,891

$
1,092

$
252,542

Collectively evaluated for impairment
6,380,632

807,938

3,327,973

1,551,446

7,359,318

879,239

372,372

20,678,918

Total loans
$
6,534,660

$
827,064

$
3,345,536

$
1,552,135

$
7,408,471

$
890,130

$
373,464

$
20,931,460


For comparison purposes, a summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2016, was as follows.
($ in Thousands)
Commercial and
industrial
Commercial real estate
- owner
occupied
Commercial real estate - 
investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2015
$
129,959

$
18,680

$
43,018

$
25,266

$
28,261

$
23,555

$
5,525

$
274,264

Charge offs
(71,016
)
(512
)
(1,504
)
(558
)
(4,332
)
(4,686
)
(3,831
)
(86,439
)
Recoveries
14,543

74

1,624

203

755

3,491

820

21,510

Net Charge offs
(56,473
)
(438
)
120

(355
)
(3,577
)
(1,195
)
(3,011
)
(64,929
)
Provision for loan losses
66,640

(4,208
)
2,147

2,021

2,362

(1,996
)
2,034

69,000

December 31, 2016
$
140,126

$
14,034

$
45,285

$
26,932

$
27,046

$
20,364

$
4,548

$
278,335

Allowance for loan losses
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
21,047

$
23

$
3,410

$
84

$
6,438

$
3,943

$
109

$
35,054

Collectively evaluated for impairment
119,079

14,011

41,875

26,848

20,608

16,421

4,439

243,281

Total allowance for loan losses
$
140,126

$
14,034

$
45,285

$
26,932

$
27,046

$
20,364

$
4,548

$
278,335

Loans
 
 
 
 
 
 
 
 
Individually evaluated for impairment
$
213,271

$
13,983

$
32,908

$
509

$
43,876

$
11,176

$
1,012

$
316,735

Collectively evaluated for impairment
6,275,743

883,741

3,541,824

1,431,988

6,288,451

923,267

392,967

19,737,981

Total loans
$
6,489,014

$
897,724

$
3,574,732

$
1,432,497

$
6,332,327

$
934,443

$
393,979

$
20,054,716



Changes in the allowance for unfunded commitments The following table presents a summary of the changes in the allowance for unfunded commitments.
 
Nine Months Ended September 30, 2017
 
Year Ended December 31, 2016
 
($ in Thousands)
Allowance for Unfunded Commitments
 
 
 
Balance at beginning of period
$
25,400

 
$
24,400

Provision for unfunded commitments
(1,000
)
 
1,000

Balance at end of period
$
24,400

 
$
25,400