read.table(....) colnames(c.df) [1] "id" "code" "long" "lat" "elev" "age_obs" "year" [8] "Est_age" "Ht_cm" "BD_mm" "CDA_cm" "CDB_cm" "growth" "type" ### Correlation estimation cor(age_obs,Ht_cm) cor(age_obs[type=='SD'],Ht_cm[type=='SD']) #seedling cor(age_obs[type=='SPB'],Ht_cm[type=='SPB']) #sapling cor(age_obs[type=='T'],Ht_cm[type=='T']) #tree cor(age_obs,BD_mm) cor(age_obs[type=='SD'],BD_mm[type=='SD']) cor(age_obs[type=='SPB'],BD_mm[type=='SPB']) cor(age_obs[type=='T'],BD_mm[type=='T']) cor(age_obs,CDA_cm) cor(age_obs[type=='SD'],CDA_cm[type=='SD']) cor(age_obs[type=='SPB'],CDA_cm[type=='SPB']) cor(age_obs[type=='T'],CDA_cm[type=='T']) cor(age_obs,CDB_cm) cor(age_obs[type=='SD'],CDB_cm[type=='SD']) cor(age_obs[type=='SPB'],CDB_cm[type=='SPB']) cor(age_obs[type=='T'],CDB_cm[type=='T']) cor(Ht_cm,BD_mm) cor(Ht_cm[type=='SD'],BD_mm[type=='SD']) cor(Ht_cm[type=='SPB'],BD_mm[type=='SPB']) cor(Ht_cm[type=='T'],BD_mm[type=='T']) cor(Ht_cm,CDA_cm) cor(Ht_cm[type=='SD'],CDA_cm[type=='SD']) cor(Ht_cm[type=='SPB'],CDA_cm[type=='SPB']) cor(Ht_cm[type=='T'],CDA_cm[type=='T']) cor(Ht_cm,CDB_cm) cor(Ht_cm[type=='SD'],CDB_cm[type=='SD']) cor(Ht_cm[type=='SPB'],CDB_cm[type=='SPB']) cor(Ht_cm[type=='T'],CDB_cm[type=='T']) cor(BD_mm,CDA_cm) cor(BD_mm[type=='SD'],CDA_cm[type=='SD']) cor(BD_mm[type=='SPB'],CDA_cm[type=='SPB']) cor(BD_mm[type=='T'],CDA_cm[type=='T']) cor(BD_mm,CDB_cm) cor(BD_mm[type=='SD'],CDB_cm[type=='SD']) cor(BD_mm[type=='SPB'],CDB_cm[type=='SPB']) cor(BD_mm[type=='T'],CDB_cm[type=='T']) cor(CDA_cm,CDB_cm) cor(CDA_cm[type=='SD'],CDB_cm[type=='SD']) cor(CDA_cm[type=='SPB'],CDB_cm[type=='SPB']) cor(CDA_cm[type=='T'],CDB_cm[type=='T']) cor(age_obs,Est_age,use="pairwise.complete.obs") cor(age_obs[type=='SD'],Est_age[type=='SD'],use="pairwise.complete.obs") cor(age_obs[type=='SPB'],Est_age[type=='SPB'],use="pairwise.complete.obs") cor(age_obs[type=='T'],Est_age[type=='T'],use="pairwise.complete.obs") ### table looks like below one parameters combined seedling sapling tree age_obs Vs Ht_cm age_obs Vs BD_mm age_obs Vs CDA_cm age_obs Vs CDB_cm Ht_cm Vs BD_mm Ht_cm Vs CDA_cm Ht_cm Vs CDB_cm BD_mm Vs CDA_cm BD_mm Vs CDB_cm CDA_cm Vs CDB_cm age_obs Vs est_age