Statistics in Corporate Finance - Recommended Resources?

As the title reads. Surfed the web and WSO and can't find recommendations on resources for brushing up / advancing statistical knowledge to be applied in corporate finance (modelling, benchmarking, etc.)

We provide advice which relies on (either explicitly or implicitly) point estimates and statistical inferences and, whilst understanding the theory paid dividends in interviews and early years, I genuinely think there's value to be added by better managing and interpreting data (e.g. Monte Carlo simulations instead of discrete scenario analysis)

To be clear, looking for something more advanced that basic stats - my undergrad was in Economics and I've done a couple levels of the CFA so something to build on that would be great

There are a lot of textbooks on statistics in trading / investing, but I'm not sure how relevant they would be in M&A (Although happy to take a look if any specific recommendations)

Thanks in advance!

2 Comments
 

Et assumenda facilis quaerat ullam aliquam error. Quia facilis necessitatibus excepturi animi. Deserunt omnis ullam rem iusto vel.

Career Advancement Opportunities

July 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

July 2026 Investment Banking

  • Moelis & Company No 99.4%
  • Evercore No 98.9%
  • Morgan Stanley 01 98.3%
  • BMO Capital Markets 12 97.7%
  • Banco Santander 01 97.1%

Professional Growth Opportunities

July 2026 Investment Banking

  • Evercore 01 99.4%
  • Moelis & Company 01 98.9%
  • Morgan Stanley 06 98.3%
  • Goldman Sachs 01 97.7%
  • JPMorgan 01 97.1%

Total Avg Compensation

July 2026 Investment Banking

  • Vice President (15) $434
  • Associates (46) $258
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (22) $179
  • Intern/Summer Associate (13) $156
  • 1st Year Analyst (79) $150
  • 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
kanon's picture
kanon
99.0
3
BankonBanking's picture
BankonBanking
99.0
4
Secyh62's picture
Secyh62
99.0
5
dosk17's picture
dosk17
98.9
6
Betsy Massar's picture
Betsy Massar
98.9
7
GameTheory's picture
GameTheory
98.9
8
CompBanker's picture
CompBanker
98.9
9
DrApeman's picture
DrApeman
98.9
10
numi's picture
numi
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...”