What topics in statistics are most useful for trading?

I am currently studying statistics in uni and intuitively I focus on probability, hypothesis testing, and regression analysis which I believe could be useful for trading. Am I wrong? Is there more tropics should I focus on as well in the curriculum? I am looking for an answer from a seasoned trader or pm, thanks!

1 Comments
 

Laborum corrupti ipsum excepturi fuga explicabo officiis in. Vel et error libero aliquid. Labore nostrum repellendus dolore et alias quam. Sequi aspernatur illum eligendi id.

Hic et aliquid neque repudiandae. Ut quo ab omnis eius rerum quibusdam. Unde ea ut est dolores mollitia ut omnis.

Array

Career Advancement Opportunities

June 2026 Investment Banking

  • Evercore 01 99.4%
  • Moelis & Company 01 98.9%
  • JPMorgan 01 98.3%
  • Guggenheim Partners 01 97.7%
  • Morgan Stanley 07 97.1%

Overall Employee Satisfaction

June 2026 Investment Banking

  • Moelis & Company No 99.4%
  • Morgan Stanley 02 98.8%
  • Evercore 01 98.3%
  • BMO Capital Markets 12 97.7%
  • Banco Santander 01 97.1%

Professional Growth Opportunities

June 2026 Investment Banking

  • Evercore 01 99.4%
  • Moelis & Company 01 98.9%
  • Morgan Stanley 05 98.3%
  • JPMorgan No 97.7%
  • BMO Capital Markets 11 97.1%

Total Avg Compensation

June 2026 Investment Banking

  • Vice President (14) $434
  • Associates (44) $258
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (22) $179
  • Intern/Summer Associate (13) $156
  • 1st Year Analyst (78) $151
  • Intern/Summer Analyst (73) $101
notes
16 IB Interviews Notes

“... there’s no excuse to not take advantage of the resources out there available to you. Best value for your $ are the...”

Leaderboard

1
redever's picture
redever
99.2
2
Secyh62's picture
Secyh62
99.0
3
kanon's picture
kanon
99.0
4
BankonBanking's picture
BankonBanking
99.0
5
CompBanker's picture
CompBanker
98.9
6
GameTheory's picture
GameTheory
98.9
7
DrApeman's picture
DrApeman
98.9
8
Betsy Massar's picture
Betsy Massar
98.9
9
dosk17's picture
dosk17
98.9
10
bolo up's picture
bolo up
98.8
success
From 10 rejections to 1 dream investment banking internship

“... I believe it was the single biggest reason why I ended up with an offer...”