Need a biologically relevant hypothesis regarding the monarch butterfly.

Write a R -script to test it using a corresponding test : anova , simple regression, t -test , chi square and explain the outcome.

The provided variables mean the following :

Record: Every row represents a unique observation,but the ordering per se is immaterial biologically

Week Week of the year when the butterfly scored for parasite load was collected

Year Year the parasite load on a capturedMonarch butterfly was observed RegionThree breeding regions for eastern North American
Monarchs based on latitude, timing of spring recolonization and migratory flyways Phase :Three cycles (phases) of breeding in eastern North America: EARLY (15 April30 June), MIDDLE (1 July 14 August), and LATE (15 August)

Sex Gender of the butterfly scored for parasite load

Infected Parasite load scored on a binary scale: 0=no infection, 1=some level of infection

DegN Decimal degree latitude of the collection

DegW Decimal degree longitude of the collection

CLIMATIC VARIABLES

BIO1 = Annual Mean Temperature

BIO2 = Mean Diurnal Range (Mean of monthly (max temp min temp))

BIO3 = Isothermality (P2/P7) (*100)

BIO4 = Temperature Seasonality (standard deviation *100)

BIO5 = Max Temperature of Warmest Month

BIO6 = Min Temperature of Coldest Month

BIO7 = Temperature Annual Range

BIO8 = Mean Temperature of Wettest Quarter

BIO9 = Mean Temperature of Driest Quarter

BIO10 = Mean Temperature of Warmest Quarter

Attachment:- VALIDATION.rar