Capital Asset Pricing Model (CAPM)
Capital asset pricing model (CAPM) indicates what should be the expected or required rate of return on risky assets like IQVIA Holdings Inc. common stock.
Rates of Return
IQVIA Holdings Inc., monthly rates of return
| IQVIA Holdings Inc. (IQV) | Standard & Poor’s 500 (S&P 500) | |||||
|---|---|---|---|---|---|---|
| t | Date | PriceIQV,t1 | DividendIQV,t1 | RIQV,t2 | PriceS&P 500,t | RS&P 500,t3 |
| Jan 31, 2018 | $102.19 | 2,823.81 | ||||
| 1. | Feb 28, 2018 | $98.33 | -3.78% | 2,713.83 | -3.89% | |
| 2. | Mar 31, 2018 | $98.11 | -0.22% | 2,640.87 | -2.69% | |
| 3. | Apr 30, 2018 | $95.76 | -2.40% | 2,648.05 | 0.27% | |
| . | . | . | . | . | . | . |
| . | . | . | . | . | . | . |
| . | . | . | . | . | . | . |
| 58. | Nov 30, 2022 | $218.02 | 3.98% | 4,080.11 | 5.38% | |
| 59. | Dec 31, 2022 | $204.89 | -6.02% | 3,839.50 | -5.90% | |
| Average (R): | 1.59% | 0.67% | ||||
| Standard deviation: | 9.20% | 5.40% | ||||
| IQVIA Holdings Inc. (IQV) | Standard & Poor’s 500 (S&P 500) | |||||
|---|---|---|---|---|---|---|
| t | Date | PriceIQV,t1 | DividendIQV,t1 | RIQV,t2 | PriceS&P 500,t | RS&P 500,t3 |
| Jan 31, 2018 | $102.19 | 2,823.81 | ||||
| 1. | Feb 28, 2018 | $98.33 | -3.78% | 2,713.83 | -3.89% | |
| 2. | Mar 31, 2018 | $98.11 | -0.22% | 2,640.87 | -2.69% | |
| 3. | Apr 30, 2018 | $95.76 | -2.40% | 2,648.05 | 0.27% | |
| 4. | May 31, 2018 | $98.93 | 3.31% | 2,705.27 | 2.16% | |
| 5. | Jun 30, 2018 | $99.82 | 0.90% | 2,718.37 | 0.48% | |
| 6. | Jul 31, 2018 | $121.94 | 22.16% | 2,816.29 | 3.60% | |
| 7. | Aug 31, 2018 | $127.09 | 4.22% | 2,901.52 | 3.03% | |
| 8. | Sep 30, 2018 | $129.74 | 2.09% | 2,913.98 | 0.43% | |
| 9. | Oct 31, 2018 | $122.93 | -5.25% | 2,711.74 | -6.94% | |
| 10. | Nov 30, 2018 | $125.07 | 1.74% | 2,760.17 | 1.79% | |
| 11. | Dec 31, 2018 | $116.17 | -7.12% | 2,506.85 | -9.18% | |
| 12. | Jan 31, 2019 | $129.01 | 11.05% | 2,704.10 | 7.87% | |
| 13. | Feb 28, 2019 | $140.10 | 8.60% | 2,784.49 | 2.97% | |
| 14. | Mar 31, 2019 | $143.85 | 2.68% | 2,834.40 | 1.79% | |
| 15. | Apr 30, 2019 | $138.90 | -3.44% | 2,945.83 | 3.93% | |
| 16. | May 31, 2019 | $135.85 | -2.20% | 2,752.06 | -6.58% | |
| 17. | Jun 30, 2019 | $160.90 | 18.44% | 2,941.76 | 6.89% | |
| 18. | Jul 31, 2019 | $159.17 | -1.08% | 2,980.38 | 1.31% | |
| 19. | Aug 31, 2019 | $155.15 | -2.53% | 2,926.46 | -1.81% | |
| 20. | Sep 30, 2019 | $149.38 | -3.72% | 2,976.74 | 1.72% | |
| 21. | Oct 31, 2019 | $144.42 | -3.32% | 3,037.56 | 2.04% | |
| 22. | Nov 30, 2019 | $145.98 | 1.08% | 3,140.98 | 3.40% | |
| 23. | Dec 31, 2019 | $154.51 | 5.84% | 3,230.78 | 2.86% | |
| 24. | Jan 31, 2020 | $155.25 | 0.48% | 3,225.52 | -0.16% | |
| 25. | Feb 29, 2020 | $139.49 | -10.15% | 2,954.22 | -8.41% | |
| 26. | Mar 31, 2020 | $107.86 | -22.68% | 2,584.59 | -12.51% | |
| 27. | Apr 30, 2020 | $142.59 | 32.20% | 2,912.43 | 12.68% | |
| 28. | May 31, 2020 | $149.52 | 4.86% | 3,044.31 | 4.53% | |
| 29. | Jun 30, 2020 | $141.88 | -5.11% | 3,100.29 | 1.84% | |
| 30. | Jul 31, 2020 | $158.39 | 11.64% | 3,271.12 | 5.51% | |
| 31. | Aug 31, 2020 | $163.75 | 3.38% | 3,500.31 | 7.01% | |
| 32. | Sep 30, 2020 | $157.63 | -3.74% | 3,363.00 | -3.92% | |
| 33. | Oct 31, 2020 | $153.99 | -2.31% | 3,269.96 | -2.77% | |
| 34. | Nov 30, 2020 | $168.99 | 9.74% | 3,621.63 | 10.75% | |
| 35. | Dec 31, 2020 | $179.17 | 6.02% | 3,756.07 | 3.71% | |
| 36. | Jan 31, 2021 | $177.80 | -0.76% | 3,714.24 | -1.11% | |
| 37. | Feb 28, 2021 | $192.79 | 8.43% | 3,811.15 | 2.61% | |
| 38. | Mar 31, 2021 | $193.14 | 0.18% | 3,972.89 | 4.24% | |
| 39. | Apr 30, 2021 | $234.69 | 21.51% | 4,181.17 | 5.24% | |
| 40. | May 31, 2021 | $240.16 | 2.33% | 4,204.11 | 0.55% | |
| 41. | Jun 30, 2021 | $242.32 | 0.90% | 4,297.50 | 2.22% | |
| 42. | Jul 31, 2021 | $247.70 | 2.22% | 4,395.26 | 2.27% | |
| 43. | Aug 31, 2021 | $259.73 | 4.86% | 4,522.68 | 2.90% | |
| 44. | Sep 30, 2021 | $239.54 | -7.77% | 4,307.54 | -4.76% | |
| 45. | Oct 31, 2021 | $261.42 | 9.13% | 4,605.38 | 6.91% | |
| 46. | Nov 30, 2021 | $259.13 | -0.88% | 4,567.00 | -0.83% | |
| 47. | Dec 31, 2021 | $282.14 | 8.88% | 4,766.18 | 4.36% | |
| 48. | Jan 31, 2022 | $244.90 | -13.20% | 4,515.55 | -5.26% | |
| 49. | Feb 28, 2022 | $230.12 | -6.04% | 4,373.94 | -3.14% | |
| 50. | Mar 31, 2022 | $231.21 | 0.47% | 4,530.41 | 3.58% | |
| 51. | Apr 30, 2022 | $217.99 | -5.72% | 4,131.93 | -8.80% | |
| 52. | May 31, 2022 | $215.25 | -1.26% | 4,132.15 | 0.01% | |
| 53. | Jun 30, 2022 | $216.99 | 0.81% | 3,785.38 | -8.39% | |
| 54. | Jul 31, 2022 | $240.27 | 10.73% | 4,130.29 | 9.11% | |
| 55. | Aug 31, 2022 | $212.66 | -11.49% | 3,955.00 | -4.24% | |
| 56. | Sep 30, 2022 | $181.14 | -14.82% | 3,585.62 | -9.34% | |
| 57. | Oct 31, 2022 | $209.67 | 15.75% | 3,871.98 | 7.99% | |
| 58. | Nov 30, 2022 | $218.02 | 3.98% | 4,080.11 | 5.38% | |
| 59. | Dec 31, 2022 | $204.89 | -6.02% | 3,839.50 | -5.90% | |
| Average (R): | 1.59% | 0.67% | ||||
| Standard deviation: | 9.20% | 5.40% | ||||
Show all
1 Data in US$ per share of common stock, adjusted for splits and stock dividends.
2 Rate of return on common stock of IQV during period t
3 Rate of return on S&P 500 (the market portfolio proxy) during period t
Variance and Covariance
IQVIA Holdings Inc., calculation of variance and covariance of returns
| t | Date | RIQV,t | RS&P 500,t | (RIQV,t–RIQV)2 | (RS&P 500,t–RS&P 500)2 | (RIQV,t–RIQV)×(RS&P 500,t–RS&P 500) |
|---|---|---|---|---|---|---|
| 1. | Feb 28, 2018 | -3.78% | -3.89% | 28.78 | 20.81 | 24.47 |
| 2. | Mar 31, 2018 | -0.22% | -2.69% | 3.28 | 11.26 | 6.08 |
| 3. | Apr 30, 2018 | -2.40% | 0.27% | 15.86 | 0.16 | 1.57 |
| . | . | . | . | . | . | . |
| . | . | . | . | . | . | . |
| . | . | . | . | . | . | . |
| 58. | Nov 30, 2022 | 3.98% | 5.38% | 5.74 | 22.17 | 11.28 |
| 59. | Dec 31, 2022 | -6.02% | -5.90% | 57.90 | 43.08 | 49.95 |
| Total (Σ): | 4,912.14 | 1,691.48 | 2,339.53 | |||
| t | Date | RIQV,t | RS&P 500,t | (RIQV,t–RIQV)2 | (RS&P 500,t–RS&P 500)2 | (RIQV,t–RIQV)×(RS&P 500,t–RS&P 500) |
|---|---|---|---|---|---|---|
| 1. | Feb 28, 2018 | -3.78% | -3.89% | 28.78 | 20.81 | 24.47 |
| 2. | Mar 31, 2018 | -0.22% | -2.69% | 3.28 | 11.26 | 6.08 |
| 3. | Apr 30, 2018 | -2.40% | 0.27% | 15.86 | 0.16 | 1.57 |
| 4. | May 31, 2018 | 3.31% | 2.16% | 2.97 | 2.23 | 2.57 |
| 5. | Jun 30, 2018 | 0.90% | 0.48% | 0.47 | 0.03 | 0.13 |
| 6. | Jul 31, 2018 | 22.16% | 3.60% | 423.24 | 8.62 | 60.39 |
| 7. | Aug 31, 2018 | 4.22% | 3.03% | 6.95 | 5.57 | 6.22 |
| 8. | Sep 30, 2018 | 2.09% | 0.43% | 0.25 | 0.06 | -0.12 |
| 9. | Oct 31, 2018 | -5.25% | -6.94% | 46.73 | 57.87 | 52.00 |
| 10. | Nov 30, 2018 | 1.74% | 1.79% | 0.02 | 1.25 | 0.17 |
| 11. | Dec 31, 2018 | -7.12% | -9.18% | 75.74 | 96.91 | 85.68 |
| 12. | Jan 31, 2019 | 11.05% | 7.87% | 89.60 | 51.87 | 68.17 |
| 13. | Feb 28, 2019 | 8.60% | 2.97% | 49.13 | 5.32 | 16.16 |
| 14. | Mar 31, 2019 | 2.68% | 1.79% | 1.19 | 1.27 | 1.23 |
| 15. | Apr 30, 2019 | -3.44% | 3.93% | 25.28 | 10.66 | -16.42 |
| 16. | May 31, 2019 | -2.20% | -6.58% | 14.31 | 52.48 | 27.41 |
| 17. | Jun 30, 2019 | 18.44% | 6.89% | 284.00 | 38.77 | 104.93 |
| 18. | Jul 31, 2019 | -1.08% | 1.31% | 7.09 | 0.42 | -1.72 |
| 19. | Aug 31, 2019 | -2.53% | -1.81% | 16.91 | 6.13 | 10.18 |
| 20. | Sep 30, 2019 | -3.72% | 1.72% | 28.15 | 1.11 | -5.58 |
| 21. | Oct 31, 2019 | -3.32% | 2.04% | 24.08 | 1.89 | -6.76 |
| 22. | Nov 30, 2019 | 1.08% | 3.40% | 0.26 | 7.50 | -1.39 |
| 23. | Dec 31, 2019 | 5.84% | 2.86% | 18.11 | 4.81 | 9.33 |
| 24. | Jan 31, 2020 | 0.48% | -0.16% | 1.23 | 0.69 | 0.92 |
| 25. | Feb 29, 2020 | -10.15% | -8.41% | 137.79 | 82.40 | 106.56 |
| 26. | Mar 31, 2020 | -22.68% | -12.51% | 588.67 | 173.67 | 319.75 |
| 27. | Apr 30, 2020 | 32.20% | 12.68% | 937.10 | 144.43 | 367.89 |
| 28. | May 31, 2020 | 4.86% | 4.53% | 10.71 | 14.91 | 12.64 |
| 29. | Jun 30, 2020 | -5.11% | 1.84% | 44.85 | 1.37 | -7.85 |
| 30. | Jul 31, 2020 | 11.64% | 5.51% | 100.99 | 23.46 | 48.67 |
| 31. | Aug 31, 2020 | 3.38% | 7.01% | 3.23 | 40.19 | 11.39 |
| 32. | Sep 30, 2020 | -3.74% | -3.92% | 28.35 | 21.06 | 24.44 |
| 33. | Oct 31, 2020 | -2.31% | -2.77% | 15.18 | 11.79 | 13.38 |
| 34. | Nov 30, 2020 | 9.74% | 10.75% | 66.48 | 101.77 | 82.25 |
| 35. | Dec 31, 2020 | 6.02% | 3.71% | 19.69 | 9.28 | 13.51 |
| 36. | Jan 31, 2021 | -0.76% | -1.11% | 5.53 | 3.17 | 4.19 |
| 37. | Feb 28, 2021 | 8.43% | 2.61% | 46.84 | 3.77 | 13.29 |
| 38. | Mar 31, 2021 | 0.18% | 4.24% | 1.98 | 12.80 | -5.03 |
| 39. | Apr 30, 2021 | 21.51% | 5.24% | 397.04 | 20.94 | 91.18 |
| 40. | May 31, 2021 | 2.33% | 0.55% | 0.55 | 0.01 | -0.09 |
| 41. | Jun 30, 2021 | 0.90% | 2.22% | 0.47 | 2.42 | -1.07 |
| 42. | Jul 31, 2021 | 2.22% | 2.27% | 0.40 | 2.59 | 1.02 |
| 43. | Aug 31, 2021 | 4.86% | 2.90% | 10.69 | 4.98 | 7.30 |
| 44. | Sep 30, 2021 | -7.77% | -4.76% | 87.62 | 29.42 | 50.77 |
| 45. | Oct 31, 2021 | 9.13% | 6.91% | 56.96 | 39.03 | 47.15 |
| 46. | Nov 30, 2021 | -0.88% | -0.83% | 6.07 | 2.25 | 3.69 |
| 47. | Dec 31, 2021 | 8.88% | 4.36% | 53.18 | 13.65 | 26.94 |
| 48. | Jan 31, 2022 | -13.20% | -5.26% | 218.63 | 35.11 | 87.61 |
| 49. | Feb 28, 2022 | -6.04% | -3.14% | 58.10 | 14.46 | 28.99 |
| 50. | Mar 31, 2022 | 0.47% | 3.58% | 1.24 | 8.47 | -3.24 |
| 51. | Apr 30, 2022 | -5.72% | -8.80% | 53.36 | 89.54 | 69.12 |
| 52. | May 31, 2022 | -1.26% | 0.01% | 8.09 | 0.44 | 1.88 |
| 53. | Jun 30, 2022 | 0.81% | -8.39% | 0.61 | 82.06 | 7.05 |
| 54. | Jul 31, 2022 | 10.73% | 9.11% | 83.57 | 71.32 | 77.20 |
| 55. | Aug 31, 2022 | -11.49% | -4.24% | 171.04 | 24.11 | 64.22 |
| 56. | Sep 30, 2022 | -14.82% | -9.34% | 269.25 | 100.12 | 164.19 |
| 57. | Oct 31, 2022 | 15.75% | 7.99% | 200.59 | 53.58 | 103.67 |
| 58. | Nov 30, 2022 | 3.98% | 5.38% | 5.74 | 22.17 | 11.28 |
| 59. | Dec 31, 2022 | -6.02% | -5.90% | 57.90 | 43.08 | 49.95 |
| Total (Σ): | 4,912.14 | 1,691.48 | 2,339.53 | |||
Show all
VarianceIQV = Σ(RIQV,t–RIQV)2 ÷ (59 – 1)
= 4,912.14 ÷ (59 – 1)
= 84.69
VarianceS&P 500 = Σ(RS&P 500,t–RS&P 500)2 ÷ (59 – 1)
= 1,691.48 ÷ (59 – 1)
= 29.16
CovarianceIQV, S&P 500 = Σ(RIQV,t–RIQV)×(RS&P 500,t–RS&P 500) ÷ (59 – 1)
= 2,339.53 ÷ (59 – 1)
= 40.34
Systematic Risk (β) Estimation
| VarianceIQV | 84.69 |
| VarianceS&P 500 | 29.16 |
| CovarianceIQV, S&P 500 | 40.34 |
| Correlation coefficientIQV, S&P 5001 | 0.81 |
| βIQV2 | 1.38 |
| αIQV3 | 0.67% |
Calculations
1 Correlation coefficientIQV, S&P 500
= CovarianceIQV, S&P 500 ÷ (Standard deviationIQV × Standard deviationS&P 500)
= 40.34 ÷ (9.20% × 5.40%)
= 0.81
2 βIQV
= CovarianceIQV, S&P 500 ÷ VarianceS&P 500
= 40.34 ÷ 29.16
= 1.38
3 αIQV
= AverageIQV – βIQV × AverageS&P 500
= 1.59% – 1.38 × 0.67%
= 0.67%
Expected Rate of Return
| Assumptions | ||
| Rate of return on LT Treasury Composite1 | RF | 4.44% |
| Expected rate of return on market portfolio2 | E(RM) | 13.77% |
| Systematic risk (β) of IQVIA Holdings Inc. common stock | βIQV | 1.38 |
| Expected rate of return on IQVIA Holdings Inc. common stock3 | E(RIQV) | 17.34% |
1 Unweighted average of bid yields on all outstanding fixed-coupon U.S. Treasury bonds neither due or callable in less than 10 years (risk-free rate of return proxy).
3 E(RIQV) = RF + βIQV [E(RM) – RF]
= 4.44% + 1.38 [13.77% – 4.44%]
= 17.34%