...Percentage of Participants With Objective Response`Time to Tumor Progression (TTP)`Duration of Response (DR)`Overall Survival (OS)`Percentage of Participants Surviving at 1 Year`Area Under the Curve From Time Zero to 24 Hours [AUC(0-24)] of Erlotinib`AUC(0-24) of Sunitinib`AUC(0-24) of SU-012662 (Metabolite of Sunitinib)`AUC(0-24) of Total Drug (Sunitinib + SU-012662)`Maximum Observed Plasma Concentration (Cmax) of Erlotinib`Cmax of Sunitinib`Cmax of SU-012662 (Metabolite of Sunitinib)`Cmax of Total Drug (Sunitinib + SU-012662)`Area Under the Curve From Time Zero to Extrapolated Infinite Time (AUC0-inf) for Erlotinib`AUC(0-inf) for Sunitinib`AUC(0-inf) for SU-012662 (Metabolite of Sunitinib)`AUC(0-inf) for Total Drug (Sunitinib + SU-012662)`Plasma Decay Half-life (t1/2) of Erlotinib`Plasma Decay Half-life (t1/2) of Sunitinib`Erlotinib Clearance at Steady State After Oral Administration (CL/F)`Sunitinib Clearance at Steady State After Oral Administration (CL/F)`Time to Reach Maximum Observed Plasma Concentration (Tmax) for Erlotinib`Tmax for Sunitinib`Tmax for SU-012662 (Metabolite of Sunitinib)`Tmax for Total Drug (Sunitinib + SU-012662)`Dose-Corrected Observed Plasma Trough Concentrations (Ctrough) for Erlotinib on Day 1 of Cycles 3-13 (Original and Amended, Arms A and B), and Day 1 of Cycles 1-18 (Randomized)`Dose-Corrected Ctrough for Erlotinib on Day 15 Cycle 1 (Original), Day 1 of Cycle 3 (Original and Amended, Arms A and B), and Day 1 of Cycles 1-18 (Randomized)`Dose-Corrected Ctrough for Sunitinib on Day 1 of Cycles 3-13 (Original and Amended, Arms A and B), and Day 1 of Cycles 1-18 (Randomized)`Dose-Corrected Ctrough for Sunitinib on Day 15 Cycle 1 (Original), Day 1 of Cycle 3 (Original and Amended, Arms A and B), and Day 1 of Cycles 1-18 (Randomized)`Dose-Corrected Ctrough for SU-012662 (Metabolite of Sunitinib) on Day 1 of Cycles 3-13 (Original and Amended, Arms A and B), and Day 1 of Cycles 1-18 (Randomized)`Dose-Corrected Ctrough for SU-012662 (Metabolite of Sunitinib) on Day 15 Cycle 1 (Original), Day 1 of Cycle 3 (Original and Amended, Arms A and B), and Day 1 of Cycles 1-18 (Randomized)`Percentage of Participants With Epidermal Growth Factor Receptor (EGFR) Expression by Immunohistochemistry (IHC) Using 0 Percent [%] Cutoff`PFS in Subgroups That Were Defined by EGFR Expression (Using 0% Cutoff)`Percentage of Participants With EGFR Expression by IHC (Using 10% Cutoff)`PFS in Subgroups That Were Defined by EGFR Expression (Using 10% Cutoff)`Percentage of Participants With EGFR Gene Copy Number Increase`PFS in Subgroups That Were Defined by EGFR Gene Copy Number Increase`Percentage of Participants With EGFR Gene Amplification`PFS in Subgroups That Were Defined by EGFR Gene Amplification`Percentage of Participants With EGFR Gene Mutation`PFS in Subgroups That Were Defined by EGFR Gene Mutation`Percentage of Participants With KRAS (V-Ki-ras2 Kirsten Rat Sarcoma Viral Oncogene Homolog) Gene Mutations`PFS in Subgroups That Were Defined by KRAS Gene Mutation`Percentage of Participants With Germline Vascular Endothelial Growth Factor Receptor 2 (VEGFR2) Polymorphisms`PFS in Subgroups That Were Defined by Germline VEGFR2 Polymorphisms`Overall Survival (OS) in Subgroups That Were Defined by Germline VEGFR2 Polymorphisms`Percentage of Participants With Germline Platelet-derived Growth Factor Receptor Beta (PDGFRB) Polymorphisms`PFS in Subgroups That Were Defined by Germline PDGFRB Polymorphisms`OS in Subgroups That Were Defined by Germline PDGFRB Polymorphisms`Percentage of Participants by Tumor VEGFR Mutation`Correlation of Polymorphisms in Stem Cell Factor Receptor (c-Kit), FMS-like Tyrosine Kinase 3 Receptor (FLT-3), and c-FMS With Blood Counts`Percentage of Participants by Ribonucleic Acid (RNA) Expression Profile`PFS in Subgroups That Were Defined by RNA Expression Profile`Health Related Quality of Life (HRQoL) and Lung Cancer Related Symptoms as Assessed With European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC-QLQ-C30) Score`EORTC-QLQ-C30 Lung Cancer Module (LC13) Score`Number of Participants With Blood Pressure (BP) Greater Than 150/100 Millimeters of Mercury (mmHg)`Number of Participants With BP Greater Than 200/110 mmHg`Number of Participants on Anti-hypertensive Medications`Plasma Concentration of VEGF-C at Baseline`Plasma Concentration of Soluble VEGFR-2 at Baseline`Plasma Concentration of Soluble VEGFR-3 at Baseline`Plasma Concentration of Soluble KIT (sKIT) at Baseline...