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Andrea Renner Elite Prospects ↗

Position: Forward DOB: Unknown Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.41

Average (0.25–0.45)

Base NCAAe-W PPG0.4767

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.95

Strong (0.65–1.00)

Base D3e-W PPG1.1057

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

D1W / D3W Likelihood

Career Trajectory

Dashed = raw PPG · ■ Solid = age-adjusted NCAAe-W PPG · ■ Green = actual college PPG

Pre-College Seasons

Most women's college players come directly from high school hockey. Junior or HS season stats below (when available on Elite Prospects).

Season	Team	League	GP	G	A	Pts	PPG	NCAAe-W PPG	Age-Adjusted
2012-13	Barrington High (IL)	USHS-W	14	25	16	41	2.929	0.2486	0.2486
2013-14	Barrington High (IL)	USHS-W	12	19	5	24	2.000	0.1698	0.1698

NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow

College Seasons

Season	School	Conference	Year	GP	G	A	Pts	PPG
2020-21	Northeastern	HEA-W	SR	25	2	12	14	0.560
2018-19	Northeastern	HEA-W	JR	38	11	10	21	0.553
2017-18	Northeastern	HEA-W	SO	39	6	5	11	0.282
2016-17	Northeastern	HEA-W	FR	30	3	2	5	0.167

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Liz Schepers	USHS-MN-W · 2012-13 · 1.12 PPG	0.410	Ohio State
Paige Beebe	USHS-MN-W · 2013-14 · 1.12 PPG	0.472	Bemidji State
Sofia Poinar	USHS-MN-W · 2013-14 · 1.12 PPG	0.028	Minnesota State
Mallorie Iozzo	USHS-MN-W · 2013-14 · 1.12 PPG	0.069	Minnesota Duluth
Gabbie Hughes	USHS-MN-W · 2013-14 · 1.16 PPG	1.121	Minnesota Duluth

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Avery Engbrecht	2023-24 · 1.27 PPG	0.370	Wisconsin-Stevens Point	WIAC
Kylie Scott	2022-23 · 1.04 PPG	0.440	Gustavus Adolphus	MIAC
Abby Reule	2018-19 · 1.04 PPG	0.450	Concordia	MIAC
Lindsey Hays	2016-17 · 1.12 PPG	0.417	St. Catherine	MIAC
Emily Lemker	2018-19 · 1.12 PPG	0.417	Saint Benedict	MIAC

Women's college hockey projections draw primarily on high school and junior stats when available. Because most women go directly from HS to college, projections with limited pre-college data use conference-based priors.

NCAAe-W factors are derived from historical pre-college→NCAA-W transitions. For many players, projection confidence is lower than men's due to sparse pre-college tracking.