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Intro
Intro
Drug
Probabilities
DR
Dynamic rNPV Drug
Valuation Calculator
BEFORE GOING FURTHER, PLEASE READ THE FOLLOWING:
This Dynamic Risk-Adjusted Net Present Value (rNPV) Drug Valuation Calculator allows you to enter your own numbers, assumptions, and projections in order to help provide you with your own personal and customized valuation for a drug. The rNPV method of valuation is considered the preferred method by most biotech analysts. THE YELLOW HIGHLIGHTED CELLS WITHIN EACH OF THE TABS CAN BE ADJUSTED TO THE USER'S PREFERENCES. The valuation result is a discounted cash flow (DCF) valuation over 15 years showing the resulting Target Share Price. The DCF valuation is risk-adjusted by the probability of success percentages set forth in the assumptions for the drug. Up to 12 reputable third-party probability success models can be selected, or you can customize your own probability model to your liking. Projected sales can be customized according to the dynamic variables and provide for a high-degree of flexibility. ENJOY!
* Disclosures/Disclaimers: This calculator has been prepared by Robert Toczycki, the author, and is intended for informational and illustrative purposes only, and does not purport to show actual or accurate results. It is not, and should not be regarded as investment advice or as a recommendation regarding any particular security or course of action.
All investments entail risks. There is no guarantee that investment strategies will achieve the desired results. No representation is being made that any account, product, or strategy will or is likely to achieve profits, losses, or results similar to those disclosed, if any. No part of this calculator may be reproduced in any manner, in whole or in part, without the prior written permission of the author. This calculator is provided with the understanding that with respect to the material provided herein, that you will make your own independent decision with respect to any course of action in connection herewith and as to whether such course of action is appropriate or proper based on your own judgment, and that you are capable of understanding and assessing the merits of a course of action. The author does not purport to and does not, in any fashion, provide tax, accounting, financial, actuarial, record keeping, broker/dealer or any related services. You may not rely on the statements contained herein. The author shall not have any liability for any damages of any kind whatsoever relating to this material. You should consult your advisor(s) with respect to these areas. The author certifies that any and all calculations expressed in this valuation calculator accurately reflect his knowledge about how the calculations are performed, and the author was not directly or indirectly compensated related to building this calculator, nor to the specific calculations and/or valuations determined by this calculator. By using this calculator, you acknowledge, understand and accept the foregoing.
Copyright © 2019, Robert Toczycki. All Rights Reserved.
Assumptions
Drug pipeline stage
Research
Pre-clinical
Pre-IND
Phase 1
Phase 2
Phase 3
Final Approval
Commercialized
If curative, patient population decreases by number of patients treated the prior year.
Is this a curative treatment?
If curative, patient population decreases by number of patients treated the prior year.
Drug Probability of Success Model
PhRMA (2003)
DiMasi (2010)
Keegan (2008)
Stewart (2002)
Grabowski (1991)
Kaitin (1995)
BIO (2016)
Windeye Partners (2018)
Struck (1994)
Myers and Howe (1997)
Lehman Brothers (1997)
DillonCapital (2015)
Average of 12 Sources
Custom
Probability of Success
Override Prob. of Success? / % Prob.
Total # treatments
Region Assumptions
U.S.
EU
ROW
Total patient population
(in thousands)
% Patient population increase per year
% Patients diagnosed
% Patients getting any treatment
# of years until approval
% Initial market penetration
% Maximum market penetration
# of years to get max penetration
Initial treatment cost
(in thousands $)
% Treatment cost increase per year
Royalty Rate / Revenue %
(% collectable)
Account for Decline / Cannibalization?
# of years until decline begins
% Initial decline
% Maximum decline
# of years to get max decline
Number of patients
Number diagnosed
Number treated
Market penetration
Treatable patients
Decline rate
Patients treated
Treatment cost (in thousands $)
Milestones / Custom Adj ($M)
Total product sales ($M)
Royalty / Revenue ($M)
Risk-Adjusted Revenue
($M)
Number of patients
Number diagnosed
Number treated
Market penetration
Treatable patients
Decline rate
Patients treated
Treatment cost (in thousands $)
Milestones / Custom Adj ($M)
Total product sales ($M)
Royalty / Revenue ($M)
Risk-Adjusted Revenue
($M)
Number of patients
Number diagnosed
Number treated
Market penetration
Treatable patients
Decline rate
Patients treated
Treatment cost (in thousands $)
Milestones / Custom Adj ($M)
Total product sales ($M)
Royalty / Revenue ($M)
Risk-Adjusted Revenue
($M)
Total Milestones
Total Milestones risk-adjusted
Total Royalty / Revenue
Total Risk-Adjusted Revenue
Total Revenue w/Milestones
Risk-Adjusted EBT w/Milestones
Figures in thousands, unless otherwise stated
RISK-ADJUSTED DCF ANALYSIS
Year
1
Risk-Adjusted EBT
Less:
Taxes
Tax Rate (%)
Expenses 1 (% of Risk-Adjusted EBT)
Expenses 2 (% growth year-over-year)
Expenses 3 (manual adjustment)
Risk-Adjusted EAT and Expenses
Discount Period
Discount Factor
NPV of Cash Flows
DCF VALUATION
VALUATION METRICS
Terminal Growth Rate
Select Starting Year
Terminal Value
# of Years to Calculate NPV
Discount Rate
Monetary Scale (MS) ($)
Millions
Ones
Thousands
Millions
Billions
NPV of FCF
Tax Rate
NPV of Terminal Value
Expenses 1 (% of Risk-Adjusted EBT)
(e.g. COGS)
Total NPV
TV as % of total
Expenses 2 (% growth year-over-year)
(e.g. R&D, SG&A)
Net Cash/(Debt)
Equity Value
$ / Share
Shares outstanding
PhRMA (2003)
0.0%
0.0%
0.0%
15.0%
30.0%
60.0%
90.0%
100.0%
DiMasi (2010)
0.0%
0.0%
0.0%
13.3%
21.1%
55.5%
91.0%
100.0%
Keegan (2008)
0.0%
0.0%
0.0%
15.0%
25.0%
60.0%
90.0%
100.0%
Stewart (2002)
0.0%
0.0%
0.0%
20.0%
30.0%
67.0%
80.0%
100.0%
Grabowski (1991)
0.0%
0.0%
0.0%
23.0%
31.0%
64.0%
64.0%
100.0%
Kaitin (1995)
0.0%
0.0%
0.0%
20.0%
30.0%
62.0%
75.0%
100.0%
BIO (2016)
0.0%
0.0%
0.0%
11.5%
17.4%
50.6%
88.4%
100.0%
Windeye Partners (2018)
0.0%
0.0%
0.0%
19.0%
26.8%
59.5%
93.0%
100.0%
Struck (1994)
0.0%
11.0%
11.0%
25.0%
33.0%
66.0%
100.0%
100.0%
Myers and Howe (1997)
0.0%
12.9%
21.5%
23.9%
31.9%
63.7%
75.0%
100.0%
Lehman Brothers (1997)
0.0%
4.0%
4.0%
10.0%
30.0%
63.0%
90.0%
100.0%
DillonCapital (2015)
0.0%
11.0%
11.0%
18.7%
35.9%
63.0%
90.0%
100.0%
0.0%
3.2%
4.0%
17.9%
28.5%
61.2%
85.5%
100.0%
Custom
Discount Rate Guide from Avance Study
rNPV Discount Rate Table (Avance Study)
Company Development Stage
Early-Stage
Mid-Stage
Late-Stage
DR Type
Early-Stage
Mid-Stage
Late-Stage
Type of Discount Rate: 1 (Low) - 9 (High)
1 (Low)
2
3
4
5 (Medium)
6
7
8
9 (High)
1 (Low)
12.00%
10.00%
9.00%
Suggested Discount Rate
2
14.00%
11.50%
10.38%
3
16.00%
13.00%
11.75%
Early-Stage:
Preclinical - PreIND
4
18.00%
14.50%
13.13%
Mid-Stage:
Phase 1 - Phase 2
5 (Medium)
20.00%
16.00%
14.50%
Late-Stage:
Phase 3 - Approval
6
22.00%
17.50%
15.88%
7
24.00%
19.00%
17.25%
Discount rates in drug development, Biostrat & Avance, Villiger & Nielsen (2013)
8
26.00%
20.50%
18.63%
NPV vs. rNPV, Avance (Feb. 2011)
9 (High)
28.00%
22.00%
20.00%
Discount Rates for Biotech Companies, Avance (Jan. 2008)
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