OUTLINE
 
by Paul Nervy
Copyright (c) 2006 by Paul Nervy
 
Visit www.paulnervy.com.


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SCIENCE IN GENERAL

Contents
Terms in the philosophy of science
History of philosophy of science


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PHILOSOPHY OF SCIENCE

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Science

What is science?

Science defined as
A group endeavor
An cumulative endeavor
An endeavor through time 
An open, public endeavor.
A methodology
Empirical verification.
Repeatable results.


Boundaries of science from other activities.


Limits of science.  Is there a limit to what science can do?


Goals of science
truth
simplicity
predictive sucess
heuristic fertility


Science as inquiry.

Science as an area of epistemology, which is an area of philosophy.


Hard sciences.  Natural sciences.
	Physics
	Biology
Soft sciences.  Human sciences.
	Psychology
	Sociology


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Philosophy of science.

What is the philosophy of science?


Epistemology of science
	
Metaphysics of science

Ethics of science.
	Experimental subjects.
	Tuskeegee studies.
	Animal experimentation.


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Induction

Science relies on induction.


Deduction

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Empiricism 

Reliability of senses.

Science is empirical.


Rationalisim



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Truth


Generalizations

Principle

Hypothesis
Hypothesis as a question.

Theory
Theories as sets of hypotheses.  Theories as a possible answer.

Law
Laws as generalizations.  Physical laws as accepted truths.  Physical laws as regularities with no exceptions.

Fact.  What counts as a fact?

Proof.  Scientific proof vs. mathematical proofs and logical proofs.

Bayesian probability.  Statistics.  Statistical proof.


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Experiment

Control and variable.  Single variable experiments.

Double blind.

Placebo.


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Measurement
The aim is to quantify data.
Mathamatization of science.
Qualitative reports de-emphasized.


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Evidence.

Argument


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Context of discovery

Context of justification


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Observation

Conclusions

Induction.  Inductive inference.


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Description

Prediction

Explanation


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explanation

covering law model (Hempel)

inductive statistical explanation


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Rules and exceptions.


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Reliablism.  

Confirmation.

Verification.


Faliblism.  

Disprove-able.

Defeasability

Refutation

Karl Popper


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Validation of scientific data vs. 

justification of arguments

Confirmation of hypothesis


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Duhem-Quine thesis - holistic view that science is contextual and social.

Hypothetico-deductive model of science (HD)


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Induction

The problem of induction

The classical examples

Hempel's raven paradox

Goodmans examples

The grue problem


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Historicist approaches to scientific change.

Kuhn
Paradigm
Paradigm shift
Normal science vs. scientific revolution.

Lakatos


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Challenge to philosophy of science by Paul Feyerabend

Arguments against Feyerabend


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Anti-realism and realism

Anti-realism 
Anti-realism in philosophy of science
	instrumentalism
	conventionalism
	logical positivism
	logical empiricism
	constructive empiricism


Realism.
Scientific realism.  
	Metaphysical.  
	Epistemological.  
	Methodological.


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Evidence.

Contextualist analysis of evidence


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Explanation

covering law model of explanation

deductive - nomological (DN) explanation

deductive - nomological model of probabilistic explanation (dnp)

epistemic conception of explanation

Inductive-statistical explanation (IS)

Statistical explanation.

Ontic conception of explanation.


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Hypothesis


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Theory

Theory laden - when you have a lot of theory and little evidence.

Underdetermination thesis.
Undetermination of theory by evidence


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Laws

functional laws
laws of nature
Universal theory of laws.

epistemic regularity  theory of laws.
neccesitarian theory of laws
Regularity theory of laws.



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Probability

Bayesianism

Bayes theorem

Statistical explanation

Bayesian confirmation theory (objective and subjective versions)

Likelihood of x.


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Conventionalism.

Instrumentalism

Operationalism.

Verificationism.

Phenomenalism.

Positivism.

Relativism.


Materialism

Naturalism.

Physicalism.


Relativism.

Holism.


Logical empiricism.

Logical positivism

Logicism


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Simplicity.

Ockham's Razor

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Analogy in science.
Metaphor in science.

Models in science.

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Ethics and science.
Values in science.

Some believe science can be separate from ethics and value free.
Others think not.

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Pragmatism and science.
Pragmatic theory of truth.  Its true if it works.
Pragmatic research programs.  Research areas with useful benefits.

Feminism and science

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Determinism.
Scientific view of nature leads one to hold determinism.

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Chaos theory.  
Butterfly's effect on the weather.

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Complexity theory.
Simple systems and complex systems.  When is a system complex?

Stephen Wolfram
Complex behavior can emerge from simple systems.


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Unity of science.  
Consilience.  
EO Wilson.  

Reductionism
The view that sociology can be reduced to psychology can be reduced to biology can be reduced to chemistry can be reduced to physics.. 

Emergentism.
Emergent systems.
Physics is about reductionism.
Biology and sociology are about emergent properties.


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Adaptive systems

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Automata
Feedback, positive and negative.  Ex. Thermostat.  Ex. Gyroscopic guidance.

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Systems theory.
Bertalfny.  Open and closed systems.


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Constructive empiricism

Crucial experiment.  Definitive proof.  Smoking gun.

Demarcation criterion - to distinguish science from pseudoscience.

Inference to best explanation

Irrelevance problem

Natural ontological attitude (NOA)

Satisfaction criterion of confirmation.

Necessary conditions and sufficient conditions.

Validity.

Verifiability criteria of meaning.

Causation.

Regularity theory of causation.

Cognitive approaches to science.

Confirmation paradoxes.

Convention, role of.

Incommesurability.

Supervenience.

Induction

Problem of induction.  Induction is logically invalid.

Popper's falsification

Bayesian confirmation theory


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Confirmation

Falsification


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Underdertermination of theory by data
Duhem Quine thesis


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Low level science
Data and facts are selected and interpreted.
Theory laden.  Observation as theory laden.  There is no theory-free realm of science.

High level science.


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Pessimistic metainduction.  Past failtures of science.  However there is a convergence on truth.


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Hypothetico-deductive method.


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Philosophy of science for specific sciences


Biology. 

Evolutionary theory.  Teleological explanation as a causal explanation.


Physics.  

Relativity.  Quantum physics.  Uncertainty principle.  Bell's theorem.  Quantum physics undermines determinism.


Psychology


Sociology



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Probability
	
	Objective theories of randomness and probability
		Frequency theory
		Propensity theory
	
	Subjective theories of randomness and probability


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See also Philosophy, epistemology.

See also Social sciences


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Metaphysics of science

Causality

Determinism vs. freewill


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Chaos theory~~~Chaos theory describes how randomness affects physical systems.

Complexity theory~~~Complexity theory describes how complex behaviors can derive from simple behaviors.

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Observables~~~Some things we can observe with our senses.  

Instrument observables~~~Some things we can observe with the aid of instruments.  For example, the planet Neptune can be observed with a telescope.

Unobservables~~~Some things we cannot observe yet.  For example, strings in physics.



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HISTORY OF PHILOSOPHY OF SCIENCE

Aristotle

Bacon

Newton

Whewell

Herschel

Mill - Mill's methods


Development of logical reasoning.  Rationalism.

Development of experimental approach.  Empiricism.


Logic approaches.  Formalism.

Logical Positivists or Vienna Circle: Carnap, Schlick, Neurath, Hempel.

Logical Empiricism.


Language approaches
Language of science is an important element is determining what science is and how we do science.	


Karl Popper.  Falsifiability.  

Stephen Toulmin



Historical / Sociological approaches

Thomas Kuhn.  Structure of scientific revolutions.  Paradigm shifts.  

Irme Lakotos.  Science as a historical endeavor.


Challenges to traditional philosophy of science.

Paul Feyerabend.  
There is no scientific method.  Epistemological anarchy.  Epistemological relativism.

Richard Rorty.  
Open dialogue.  No distinction between science, philosophy and other ways of knowing.


Wesley Salmon

Philip Kitcher


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