Lecture 2 - Scientific Methodology and Evolution Flashcards
Are philosophy and mathematics science? and what about statistics?
No and statistics are the bridge between mathematics and science
What is science?
the systematic study of the structure and behavior of the physical and natural world through observation and experiment.
What are the principles and goals of science?
the goal is to understand reality and the principles are
- interested in facts not opinions or beliefs
- numerical information
- any uncertainty is quantified and openly shared
What is a hypothesis?
a suggested explanation for an event or observation. Hypothesis must be testable and falsifiable. No number of experiments can prove that a hypothesis is correct but a single experiment can prove it is incorrect.
What is the scientific theory?
a generally accepted explanation for a set of observations supported by data.
How is the word theory used?
the word theory is commonly used outside the scientific world to describe a simple hunch: scientists use the term to describe a broadly accepted explanation for an occurrence
What is the scientific method?
the scientific method is a method of research with defined steps that include experiments and careful observation
What are the steps of the scientific method?
step 1: make observations
step 2: ask a research question
step 3: formulate testable hypotheses
step 4: make predictions
step 5: design experiments to test hypotheses
final steps: present work, peer reviewed, and then publish it
Null vs alternative hypotheses?
Null hypothesis HO: will not
Alternative hypothesis HA: will
Independent vs Dependent variable?
independent variable: variable the researcher intentionally makes different between groups.
dependent variable: the variable that the researcher predicts will be affected and measures to determine effect aka response variable
treatment vs control group?
treatment group: receives the treatment
control group: receives no treatment or placebo
standardized variable?
you should identify any variables that can affect the results of the experiment: think lurking variable
replication of experiment?
replication: refers to the number of individuals in the treatment or control group ānā.
- it can also refer to the number of times you repeat the experiment with new groups
NOTE: the more replicates: the more confidence you can have that the results are not due to chance(more statistical power).
Data collection?
what data will you collect from your treatment and control groups? how will you measure it etc.
analysis?
analyze the results from the data collection in something like a graph: conclusion you can reject or accept null hypothesis