Statistics Y10 Time Series and Probability EoT test Flashcards
what is a time series graph
line graph with time plotted on the x (horizontal) axis
what is the purpose of a trend line
- show general trend of data
- used to make predictions
how to draw a trend line
- by eye
- about same number of points above and below
what is the general trend
the way that the data changes over time
what are dashed lines for on a graph
indicate that the values between the points have no meaning
what variations might there be in a time series
- general trend
- seasonal variations
what are seasonal variations
variations in a time series following a regular pattern
calculate n-point moving average
Σx / n
where to plot n-point moving average
(n+1) / 2 on x axis
calculate seasonal variation
actual value - trend value
calculate mean seasonal variation
Σ S.V.s for that season / n
calculate predicted value (with seasonal variations)
trend value + mean seasonal variation
what is the average seasonal effect
mean seasonal variation
what is probability
a numerical measure of the chance of an event happening
what if P(A) = 0
A is impossible to happen
what if P(A) = 1
A is certain to happen
what if P(A) = 0.5
chance of A happening is evens
calculate probability when all outcomes are equally likely
no. of successful outcomes / total no. of outcomes
calculate expected frequency of event A
P(A) * no. of trials
calculate risk of an event
no. of trials where event occurs / total no. of trials
calculate absolute risk of event A
P(A)
calculate relative risk
risk for those in group / risk for those not in group
what is absolute risk
the probability of a negative event happening
what is relative risk
how many times more likely an event is to occur for one group compared to another group
what is the sample space
the list of all possible outcomes
what is a sample space diagram
tables used to represent the sample space
when are sample space diagrams applicable
when all outcomes are equally likely
what hapens as nuimber of trials increases
estimated probability gets closer to the true value
what does a venn diagram need
- a box
- (interlocking) circles
- labels
what does P(A) mean
probability of event A happening
what does P(A∩B) mean
probability of event A and event B occuring
what does P(A∪B) mean
probability of either event A or event b occuring
what does P(A’) mean
probability of event a not happening (complement of event A)
calculate P(A’)
1 - P(A)
what are mutually exclusive events
events that cannot happen at the same time
what are mutually exhaustive events
events that contain all possible outcomes
calculate P(A∪B)
P(A) + P(B) - P(A∩B) (general addition law)
what are independent events
events whose outcomes do not affect eachother
calculate P(A∩B) for independent events
P(A) * P(B)
what does P(A|B) mean
probability of event A happening given event B has happened
calculate P(A|B)
P(A∩B) / P(B)
calculate P(A|B) for independent events
P(A)