SELECTIVE INS GROUP INC

Ticker: SIGI CUSIP: 816300107 Class: Stock

RAMSEY QUANTITATIVE SYSTEMS's Holding History (CIK: 0001132897)

Note: Option positions (PUT/CALL) are excluded.

Q4 2018

Shares 4,744 Value ($000) $289 Avg Close $55.79 Range $50.48 - $60.19

Q3 2018

Shares 6,229 Value ($000) $396 Avg Close $54.90 Range $48.81 - $59.01

Q2 2018

Shares 4,939 Value ($000) $272 Avg Close $51.70 Range $47.79 - $55.02

Q1 2018

Shares 5,013 Value ($000) $304 Avg Close $52.36 Range $49.48 - $55.15

Q4 2017

Shares 5,430 Value ($000) $319 Avg Close $51.22 Range $47.34 - $55.33

Q4 2016

Shares 10,734 Value ($000) $462 Avg Close $35.22 Range $30.46 - $38.51

Period	Shares	Value ($000)	Average Close	Price Range
Q4 2018	4,744	$289	$55.79	$50.48 - $60.19
Q3 2018	6,229	$396	$54.90	$48.81 - $59.01
Q2 2018	4,939	$272	$51.70	$47.79 - $55.02
Q1 2018	5,013	$304	$52.36	$49.48 - $55.15
Q4 2017	5,430	$319	$51.22	$47.34 - $55.33
Q4 2016	10,734	$462	$35.22	$30.46 - $38.51