Week 6 Lectures Flashcards
summarize characteristics of a dataset
ex) demographic factors (age, sex, race)
descriptive statistics
allow you to test a hypothesis, determine associations, or assess whether data is generalizable to the broader population
inferential statistics
2 or more groups being measured
nominal- descriptive, no order ex) sex
ordinal- “ordered”, can give number ex) strongly agree, neutral, strongly disagree
categorical variable
can be quantified as a number
continuous- any number is possible btw 2 integers ex) age, weight
interval- degree of difference btw 2 values ex) temperature
discrete- whole integers ex) # of children
numerical variables
statistical test calculate ___ ___ - a # describing how much the relationship btw variables in your test differs from the H0
test statistic
indicates likelihood (probability) of obtaining a result at least as extreme as that observed in a study by chance alone
significant at 0.05 or less
doesn’t really give us enough info
p value
used to make inferences about population parameters
parametric
data that does not fit a normal or known distribution
nonparametric
used to compare the MEANS of 2 groups
tells you how significant the difference btw the group means are
T test
used to compare differences btw means of 3 or more groups
ANOVA
used when you have the same measure that participants were rated on at more than 2 time points
ex) performing training program study, want to measure participants resting HR one month before they start, at midpoint, and one month after the program ends to see if there is significant difference in mean resting HR across the 3 time points
repeated measures ANOVA
has 2 independent variables (ex, eye color and BMR category)
main effect: each factors effect considered separately
interaction effect: all factors considered at same time
Have 3 hypotheses
have to calculate an F value for each hypothesis
two way ANOVA
used to test whether 2 or more categorical variables are related to each other (binary, nominal, or ordinal)
non-parametric hypothesis test of independence, inferential statistical test
best way to organize data is in a contingency table (2x2)
more accurate for and used for LARGE sample
Chi-square (x^2) test
if the X^2 value is greater than the critical value (found in table/software), then the difference between the observed and expected distributions is:
statistically significant
if the X^2 value is less than the critical value (found in table/software), then the difference between the observed and expected distributions is:
not statistically significant
similar to X^2 in that it tests for nonrandom association or relationships btw 2 categorical variables
used for SMALL samples
ex) if total n < 20 or if n is btw 20 and 40 and one of the true expected cell frequencies is < or = 5
Fisher’s Exact Test
measure of the linear correlation btw 2 variables
denoted by “r”
btw -1 and 1- measure the strength and direction of the relationship btw 2 variables
Pearson correlation coefficient
descriptive statistic, describing the strength and direction of the linear relationship btw 2 quantitative variables
also an inferential statistic so it can be used to test statistical hypotheses– whether there is a significant relationship btw 2 variables
Pearson correlation coefficient
used to describe relationships between variables by fitting a line to observed data
allows you to estimate how a dependent variable changes as the independent variable(s) change
linear- has only one independent variable
regression models
a statistical technique that can be used to analyze the relationship btw a single dependent variable and several independent variable
can be linear or non linear
use when you want to know how strong relationship is btw 2 or more independent variables and one dependent variable (ex) how rainfall and temperature affect crop yield)
multiple regression
kind of t-test, groups come from same population (ex before and after treatment)
paired t-test
kind of t-test, groups come from 2 different populations
two sample t-test
kind of t-test, group is compared against a standard value
one sample t-test
kind of t-test, assesses whether one population mean is greater or less than the other
one tailed t-test
kind of t-test, assesses whether the groups are different from each other
two tailed t-test
M agonism (mushroom poison muscarine) used for Dx of asthma (bronchoconstriction)
METHACHOLINE
M agonism (mushroom poison muscarine) used for ileus, atonic bladder
BETHANECHOL
(Bethany, Call M3 to activate your bladder)
M agonism (mushroom poison muscarine) used for glaucoma
CARBACHOL
M agonism (mushroom poison muscarine) used for xerostomia in Sjogren (dry eyes and mouth)
PILOCARPINE
(let Me activate those tears on your Pil-low”
depolarizing paralytic agent in surgery that acts on Nm receptor, desensitize nACHR (Nn and Nm)
SUCCINYLCHOLINE
AChE inhibitor increases ACh and is a Dx for myotonia gravis
EDPROPHONIUM
AChE inhibitor increases ACh , myasthenia gravis and nerve gas prophylaxis
PYRIDOSTIGMINE
AChE inhibitor increases ACh and crosses BBB, glaucoma, Atropine toxicity
PHYSOSTIGMINE
AChE inhibitor increases ACh, Ileus, Dx and Rx for myotonia gravis
NEOSTIGMINE
AChE inhibitor increases ACh and is used for Alzheimers (4)
TACRINE, DONEPEZIL, RIVASTIGMINE, GALANTAMINE
Don Riva forgot her ACh at the Gala
nerve gases and organophosphates inactivate AChE by serine phosphorylation and produce cholinergic crisis, dephosphorylation and regeneration of enzyme done by:
PRALIDOXIME
within 2 hours, a phosphoester bond undergoes cleavage generating an ____ ___ that resists hydrolytic regeneration leading to irreversible AChE inhibition (nerve gases and organophosphate)
anionic (charged) phosphate
Atropine (M antagonist) and _____ (enzyme regenerator) is used to treat nerve gas and organophosphate poisoning
PRALIDOXIME
given to soldiers prophylactically during the days of expected exposure to nerve gases, controlled dose, that temporarily blocks half AChE so nerve gases don’t have access
PYRIDOSTIGMINE or PHYSOSTIGMINE
M Block drug, mushroom poisoning, dilate eyes for exam, surgery, reduce saliva and bronchial mucus, prevent bradycardia
ATROPINE
M Block drug, motion sickness, antiemetic, prevent bradycardia in surgery
SCOPOLAMINE
M Block drug, antihistamine and anticholinergic
DIPHENHYDRAMINE
M Block drug, for asthma (2)
IPRATROPIUM
TITOTROPIUM
M Block drug, overactive bladder (2)
OXYBUTYNIN
PROPANTHELIN
M Block drug, Parkinson rigidity and splasticity (3)
BENZTROPINE MESYLATE
TRIHEXPHENIDYL
PROCYCLIDINE
Blocks Na+/Choline cotransporter
HEMICHOLINIUM
Nm blockers/antagonist (5)
D-TUBOCURARINE
CISTRACURIUM
PANCURONIUM
VECURONILUM
MIVACURIUM (short acting)
blocks V-type H+ ATPase
VESAMICOL
____ toxin degrades SNAP-25 and Syntaxin
Botulinum
VGCC Antibody=
Lambert-Eaton myasthenic syndrome (LEMS)
____ toxin degrades Synaptobrevin preventing GABA release in spinal cord
Tenatus
Nn block
HEXAMETHONIUM
Nn block , antihypertensive in aortic disection
TRIMETHAPHAN
Nn block , antihypertensive in aortic dissection, Tourette (ticks) syndrome)
MECAMYLAMINE
a1 vasoconstriction (strong effect), a2 dec sympathetic outflow, B1 inc ionotropy (heart contraction), B2 vasodilation and bronchodilation, D1 vasodilation (kidney)
anaphylactic shock, asystole, asthma, adjunct to local anesthesia
EPINEPHRINE
a1 vasoconstriction (strong effect), a2 dec sympathetic outflow, B1 inc ionotropy low (heart contraction), septic shock
NOREPINEPHRINE
a1 vasoconstriction (high dose), B1 inc ionotropy (med dose), D1 vasodilation (kidney) low dose
septic shock
DOPAMINE
a1 vasoconstriction (high dose)
nasal congestion, to dilate pupils, hypotension in OR
PHENYLEPHRINE
a2 dec sympathetic outflow (high dose (2))
hypertension, opioid withdrawal
hypertension in pregnancy
CLONIDINE
A-METHYLDOPA
B1 inc ionotropy (high dose)
septic shock
DOBUTAMINE
B1 inc ionotropy (high dose) and B2 vasodilation and bronchodilation (high dose)
refractory, Torsades de Pointes
ISOPROTERENOL
a1 adrenergic blockers, 1) pheochromocytoma preop AND 2) pheochromocytoma preop, reverse epinephrine induced vasoconstriction in end artery supplied organs
1) PHENOXYBENZAMINE
2) PHENTOLAMINE
a1 adrenergic blockers, for BPH (4)
PRAZOCIN
DOXAZOCIN
TERAZOCIN
TAMSULOSIN
a2 blocker for erectile dysfunction
YOHIMBINE
B1 blocker (5)
ATENOLOL
METOPROLOL (HTN, angina, CHF)
ESMOLOL
NEBIVOLOL
BETAXOLOL
B1 blocker and a1 blocker (2)
HTN in pregnancy, HTN emergency
HTN + CHF
LABETALOL
CARVEDILOL
B1 and B2 blocker (4)
PROPRANOLOL
PINDOLOL
TIMOLOL
SOTALOL
reasons for poisoning for less than 6 years and 6-12 years
unintentional- general
reasons for poisoning for teens, adults, and all ages
intentional- suspected suicide
types of poison for adults
analesics, sedative/hypotonics/antipsychotics, antidepressants