Monte Carlo analysis for product development
tgvashworth.com · 958 words · saved by 1 readers
I’d like to introduce you to a technique I’ve found really useful for product development, as well as real-life stuff.
Watch out: this post is 6 years old. I’d like to introduce you to a technique I’ve found really useful for product development, as well as real-life stuff. It’s called Monte Carlo analysis , and it helps you explore and deeply understand formulas and metrics by combiniting distributions, rather than simple scalar numbers. To set up the technique, let’s look at a really simple question from my Twitter days: how many Tweets are on screen at any time in TweetDeck? I wanted to know this to do some performance work, but there could be reasons related to showing ads or to answer a design question ab
related reading
- Searching for outliers | benkuhn.netbenkuhn.net
- Production Twitter on One Machine? 100Gbps NICs and NVMe are fast - Tristan Humethume.ca
- What is The Monte Carlo Simulation? - The Monte Carlo Simulation Explained - AWSaws.amazon.com
- Visual Information Theory -- colah's blogcolah.github.io
- How much do you believe your results? — LessWronglesswrong.com
- How do product analytics work?technically.substack.com
- Intro to Opportunity Sizing. Or how to have a rational conversation… | by Giovanni Fernandez-Kincade | Related Works | Mediummedium.com
- A Quantitative Approach to Product Market Fit - Tribe Capitaltribecap.co
- How we reduced the cost of building Twitter at Twitter-scale by 100x – Blogblog.redplanetlabs.com
- 6. Monte Carlo Simulationyoutube.com
- Binstack: Making a maximal multi-dimensional decisionlongform.asmartbear.com
- Analytical Case Study On User Engagement - Issue 68dataanalysis.substack.com