| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2000-01 | Camrose Kodiaks | AJHL | 57 | 15 | 33 | 48 | 0.842 | 0.2813 | 0.2576 | 0.7817 | 0.7157 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2004-05 | Manhattanville | D3 | — | SR | 26 | 9 | 15 | 24 | 0.923 |
| 2003-04 | Manhattanville | D3 | — | JR | 14 | 4 | 9 | 13 | 0.929 |
| 2002-03 | Manhattanville | D3 | — | SO | 22 | 7 | 8 | 15 | 0.682 |
| 2001-02 | Manhattanville | D3 | — | FR | 24 | 10 | 16 | 26 | 1.083 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.