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Descriptive Statistics
Set of tools used to summarise, organise and present data in a meaningful and simplified manner
Initial Data Exploration
Comparative Analysis
Data Summarization
Measures Of Central Tendency
Statistical values that indicate the central or typical value within a dataset
Help describe that point which the data values tend to cluster
Measures Of Central Tendency
mean
Median
Mode
Central Tendency
Typical or middle results
Median
Middle number/value
Average or middle of where the data lies
Mode
Value that occurs most frequently
Variability
How spread out is the data, and how far from themes or median do observed values tend to be
Range
Biggest value minus the smallest value
Gives the full spread of data. Very vulnerable to outliersa nd as a consequence isn’t often used unless there is good reason
Interquartile Range
The difference between the 25th and 75th percentile
Percentile: 10th percentile of the data set is the smallest number x such that 10% of the data is less than x
Tells us middle half of the data set’s
Typical Deviation
Mean or median value of these deviations, leading leading to the mean absolute deviation and median absolute deviation
Variance
Squared deviations rather than absolute deviations
Tells you the average squared devoation from the mean
Mathematically elegant and is probably the “right” way to describe variabtion around the mean
Standard Deviation
Derived from variance and easily understandable
Square root of the variance
Fairly elegant mathematically and it’s expressed in the same units as the data so it can be interpreted pretty well
Average measure of how spread numbers are
Skew
Measure od Asymmetry
If data has lots of extreme small values and not many large values, its a negative skew. Vice versa
Kurtosis
Measure of how thin or fat the tails of distribution are
Confirmation Bias
Ignoring evidence and mainly placing importance on evidence that supports specific points
Seeing Relationships That Don’t Exist
Believing two random events that happen at the same time must be related even though it is probably a cojncidence
Accepting after-the-fact explainations
Come up with explainations even when their is incomplete information
Hindsight Bias
Make sense of something and understand the issues/factors after it has already happened
Taking Mental Shortcuts
Follow simple rules to make decisions
follow rules and procedures that are the easiest to complete
Structuralism
Based on the idea that the conscious experience can be broken down into its basic underlying components like the periodic table
Functionalism
Mind came into the existance over the course of human evolution
Evolutuon Theory
Species change overtime
Changes get passed down, those changes called adaptations
Natural selection: Some factors are passed down, some arent
Psychoanalytic Theory
Understand how unconscious thoughts cause psychological disorders
Gestalt Movement
Study subjective perceptions as. aunified whole
Behaviourism
Describe behaviour in response to environmental stimuli
Humanistic Psychology
Investigates how people become happier and more fulfilled: focus on the basic goodness of people
Cognitivism
Explore internal mental processes that influence behaviour
Latest Developments In psychology
Brain Chemistry
Human Imaging
Brain Imaging
Evolutionary Thinking
Solving adaptive problems → determining where adaptive problems affect survival and reproduction
Our Evolutionary Heritage → How we evolved and what we came from, as well as what our brains used to be and what they are
Big Influences On Psychology
Egypt
HEraclitus
Leucippus And Democritus
Socrates
Phrenology And localization
Histogram
graph of frequency table that shows shape of distribution
height of bar equivalent to each value in frequency table
Frequency Histogram
Variable is continuous and all bas are next to each other with no space in between them so graph looks like city skylineqq
Potential Causes For Skewness
functionality of sample
unusual case
problem with measure
problem with data entry
outliers
Democritus And Determinism
For everything that has ever happeend there are conditions such that, given them, nothing else could happen
Human behaviour follows lawful behaviour
Choices you make are beyond your control
Socrates And Objective Truth
Emphazised that behaviour results from multiple causes
Socratic method:
Form in inquiry and debate between individuals with opposing viewpoints based on asking and answering questions to stimulare rationale thinking and illuminate ideas
Plato And The Psyche
When they refer to psyche, it refered to a wax slate.
When you encounter an experience, it forms an impression upon your psyche, allowing for memory later on
Mental illness is due to issue between parts of your psyche
Aristotle Physiological Psychology
Cannot understand psych unless we examine the structure and inner working of the eye
Psyche was interdepdndetn with the body
Empirial
Cardiocentrism
Believed the heart did thinking
Egyptions
Cerebrocentrists
Believe the brain did thinking
Galen: Noticed gladiators with brain damaged had struggles when thinking or struggles moving limbs
Ventricular Theory
Mind is located in the hollow ventricles in the brain
anterior chamber: perception
Middle chamber: reason/cognition
Posterior chamber: memory
Renaissance And Vesalius
Humans and cows had same size ventricles, even when stupid animals like cows had bigger ventricles
highlighted how humans cannot use ventricles as they hae the same size as human ventricles and instead in the brain
Gall: Phrenology And localization
Different parts of the brain carry out cognition and behavioural functions
Incorrectly theorized that there must be a direct relationshio between physical anatomy and function
Enlarged part of brain leads to change in skull shape
Doctrine Of Localization
Cerebral Localization: Idea that parts of brain have relatively distinct neural, behavioural or physiological functions
revolutionary for brain structures
- Flaw was believing skull was faithful cast of brain/underlying cranium