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Probabilistic Programming

Statistical Inference

Probabilistic Programming

Statistical Inference

Software system for statistical models

Process of using data analysis for predicting population data from sample data

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Dialectical Questions

General

How are Probabilistic Programming and Statistical Inference the same?

How are Probabilistic Programming and Statistical Inference different?

What does Probabilistic Programming highlight about Statistical Inference?

What does Statistical Inference highlight about Probabilistic Programming?

Where do Probabilistic Programming and Statistical Inference most directly clash?

Where do Probabilistic Programming and Statistical Inference unexpectedly connect?

What are the main strengths of Probabilistic Programming compared to Statistical Inference?

What are the main strengths of Statistical Inference compared to Probabilistic Programming?

What are the main weaknesses of Probabilistic Programming compared to Statistical Inference?

What are the main weaknesses of Statistical Inference compared to Probabilistic Programming?

What larger context includes both Probabilistic Programming and Statistical Inference?

How might Probabilistic Programming and Statistical Inference balance or complement each other?

What would the world look like if Probabilistic Programming dominated?

What would the world look like if Statistical Inference dominated?

What would be lost if Probabilistic Programming disappeared?

What would be lost if Statistical Inference disappeared?

How might Probabilistic Programming and Statistical Inference depend on each other?

What hidden patterns link Probabilistic Programming and Statistical Inference?

How might Probabilistic Programming and Statistical Inference evolve in the future?

Can the conflict between Probabilistic Programming and Statistical Inference be resolved—or only managed?

Self & Identity

How do Probabilistic Programming and Statistical Inference shape ideas of identity?

What does choosing Probabilistic Programming over Statistical Inference say about the self?

How might people identify with Probabilistic Programming differently than with Statistical Inference?

Culture & Symbol

What cultural meanings are attached to Probabilistic Programming and to Statistical Inference?

How are Probabilistic Programming and Statistical Inference represented in symbols, stories, or media?

What metaphors capture the tension between Probabilistic Programming and Statistical Inference?

History & Memory

How has history treated Probabilistic Programming compared to Statistical Inference?

What past conflicts or links between Probabilistic Programming and Statistical Inference still matter today?

How do memories of Probabilistic Programming affect the way we see Statistical Inference?

Nature & Cosmos

How do Probabilistic Programming and Statistical Inference relate to the natural world?

How does Probabilistic Programming reflect universal laws differently from Statistical Inference?

What natural metaphors describe Probabilistic Programming and Statistical Inference?

Body & Health

How do Probabilistic Programming and Statistical Inference each affect human wellbeing?

What emotions or sensations are tied to Probabilistic Programming versus Statistical Inference?

How do Probabilistic Programming and Statistical Inference relate to survival or resilience?

Economy & Work

How do Probabilistic Programming and Statistical Inference change the meaning of work or value?

How do Probabilistic Programming and Statistical Inference compete for resources?

What would everyday life look like under Probabilistic Programming versus Statistical Inference?

Power & Control

How does Probabilistic Programming try to control or influence Statistical Inference?

How does Statistical Inference try to control or influence Probabilistic Programming?

Who gains power if Probabilistic Programming dominates Statistical Inference, or if Statistical Inference dominates Probabilistic Programming?

Learning & Knowing

How do Probabilistic Programming and Statistical Inference define knowledge differently?

What kinds of truth are emphasized by Probabilistic Programming versus Statistical Inference?

How does comparing Probabilistic Programming and Statistical Inference expand what we know?

Technology & Tools

How do Probabilistic Programming and Statistical Inference influence the tools people use?

How do Probabilistic Programming and Statistical Inference change through new technologies?

How do Probabilistic Programming and Statistical Inference shape the pace of progress?

Imagination & Play

How do Probabilistic Programming and Statistical Inference inspire creativity or play?

What games or stories can be told about Probabilistic Programming vs Statistical Inference?

How do Probabilistic Programming and Statistical Inference shape our dreams of the future?

Emotion & Expression

What emotions are most connected to Probabilistic Programming? To Statistical Inference?

How would art or music express Probabilistic Programming compared to Statistical Inference?

What inner conflicts arise when choosing between Probabilistic Programming and Statistical Inference?

Paradigms & Patterns

What assumptions about reality are revealed by Probabilistic Programming versus Statistical Inference?

What patterns link Probabilistic Programming and Statistical Inference?

How could Probabilistic Programming and Statistical Inference be combined into a new paradigm?

Probabilistic Programming

Statistical Inference