Eiger BioPharmaceuticals, Inc. (EIGR) Discounted Future Market Cap

Eiger BioPharmaceuticals, Inc.

EIGR (NASDAQ)

(%)

Valuation
Eiger BioPharmaceuticals, Inc. Discounted Future Market Cap

"""
    Model: Discounted Future Market Cap

# Render model description
model.render_description(r"""
## Discounted Future Market Cap

This model estimates the intrinsic value of a common share by projecting the Future Market Capitalization using the estimated PE Ratio and then discounting it to the Present using an Annual Required Rate of Return.
""")

# Initialize assumptions
assumptions.init({
    "data": {
        "%discount_rate": None,
        "beta": data.get("profile:beta", default=1),
        "%risk_free_rate": data.get("treasury:year10"),
        "%market_premium": data.get("risk:totalEquityRiskPremium"),
        "pe_ratio": data.get("quote:close") / data.get("income:eps"),
        "%revenue_growth_rate": None,
        "%net_income_margin": None,
        "historical_years": 10,
        "projection_years": 5,
    },
    "hierarchies": [{
        "parent": "%discount_rate",
        "children": ["beta", "%risk_free_rate", "%market_premium"]
    }]
})

# Calculate cost of equity
cost_of_equity = assumptions.get("%risk_free_rate") + assumptions.get("beta") * assumptions.get("%market_premium")
assumptions.set("%discount_rate", cost_of_equity)

# Compute metrics
data.compute({
    "%grossMargin": "income:grossProfit / income:revenue",
    "%operating_margin": "income:operatingIncome / income:revenue",
    "%netMargin": "income:netIncome / income:revenue",
    "%revenueGrowthRate": "function:growth:income:revenue",
    "%netIncomeGrowthRate": "function:growth:income:netIncome",
    "%totalStockholdersEquityGrowthRate": "function:growth:balance:totalStockholdersEquity",

# Calculating NOPAT (Net Operating Profit After Taxes)
    "%taxRate": "income:incomeTaxExpense / income:incomeBeforeTax",
    "incomeTax": "income:operatingIncome * %taxRate",
    "nopat": "income:operatingIncome - incomeTax",

# Calculating Invested Capital
    "investedCapital": [
        "balance:totalNonCurrentAssets", "-", "balance:cashAndCashEquivalents", "+",
        "balance:totalCurrentAssets", "-", "balance:totalCurrentLiabilities"
    ],
    "%roic": "nopat / investedCapital",
})

assumptions.set("%net_income_margin",
                data.average(f"%netMargin:{-assumptions.get('historical_years')}->0"))  # Historical average
assumptions.set("%revenue_growth_rate",
                data.average(f"%revenueGrowthRate:{-assumptions.get('historical_years')}->0"))  # Historical average

# Calculate a linear regression for forecasting revenues
data.compute({
    "linearRegressionRevenue": f"function:linear_regression:income:revenue start:{-assumptions.get('historical_years')}",
}, forecast=assumptions.get("projection_years"))

# Compute forecasted values and ratios
data.compute({
    "income:revenue": f"function:compound:{data.get('linearRegressionRevenue:1')} rate:{assumptions.get('%revenue_growth_rate')} offset:-1",
    "%revenueGrowthRate": "function:growth:income:revenue",
    "income:netIncome": f"income:revenue * {assumptions.get('%net_income_margin')}",
}, forecast=assumptions.get("projection_years"))

projected_revenue = data.get("revenue")
projected_net_income = data.get(f"income:netIncome:{assumptions.get('projection_years')}")

shares_outstanding = data.get("income:weightedAverageShsOut")
future_market_cap = assumptions.get("pe_ratio") * projected_net_income
discounted_future_market_cap = future_market_cap / (
            (1 + assumptions.get("%discount_rate")) ** assumptions.get("projection_years"))

stock_value = discounted_future_market_cap / shares_outstanding

# Set the final value
model.set_final_value({
    "value": stock_value,
    "units": "$"
})

# Render results
model.render_results([
    [stock_value, "Present Value", "$"],
    [projected_net_income, "Estimated net income", "$"],
    [future_market_cap, "Estimated market capitalization", "$"],
    [discounted_future_market_cap, "Market capitalization discounted to present", "$"],
    [shares_outstanding, "Shares Outstanding", "#"],
    [data.get("income:eps"), "Earnings Per Share (EPS)", "$"],
    [data.get("quote:close"), "Market Price", "$"],
    [data.get("ratio:priceEarningsRatio"), "Price to Earnings (PE) Ratio", "#"]
])

# Render chart
model.render_chart({
    "data": {
        "income:revenue": "Revenue",
        "income:netIncome": "Net Income",
        "linearRegressionRevenue": "Linear Regression Revenue"
    },
    "start": -assumptions.get("historical_years"),
    "end": "*",
    "properties": {
        "title": "Historical and forecasted data",
        "number_format": "M",
        "set_editable": [
            "income:revenue",
            "income:netIncome"
        ],
        "hidden_keys": ["linearRegressionRevenue"]
    }
})

# Render table for estimated future values
model.render_table({
    "data": {
        "income:revenue": "Revenue",
        "%revenueGrowthRate": "Revenue Growth Rate",
        "income:netIncome": "Net Income",
    },
    "start": -1,
    "end": "*",
    "properties": {
        "title": "Estimated Future Values",
        "order": "ascending",
        "number_format": "M"
    }
})

# Render historical values table
model.render_table({
    "data": {
        "income:revenue": "Revenue",
        "income:costOfRevenue": "Cost of Revenue",
        "income:grossProfit": "Gross Profit",
        "%grossMargin": "Gross Margin",
        "income:operatingIncome": "Operating Income",
        "%operating_margin": "Operating Margin",
        "income:netIncome": "Net Income",
        "%netMargin": "Net Margin",
    },
    "start": -assumptions.get("historical_years"),
    "end": 0,
    "properties": {
        "title": "Historical Values",
        "display_averages": True,
        "order": "descending",
        "number_format": "M"
    },
})

# Render historical growth rates table
model.render_table({
    "data": {
        "income:revenue": "Revenue",
        "%revenueGrowthRate": "Revenue Growth Rate",
        "income:netIncome": "Net Income",
        "%netMargin": "Net Margin",
        "%netIncomeGrowthRate": "Net Income Growth Rate",
        "balance:totalStockholdersEquity": "Stockholders Equity",
        "%totalStockholdersEquityGrowthRate": "Equity Growth Rate",
        "%roic": "Return on Invested Capital (ROIC)",
        "nopat": "After-tax Operating Income",
        "%taxRate": "Income Tax Rate",
        "investedCapital": "Invested Capital",
    },
    "start": -assumptions.get("historical_years"),
    "end": 0,
    "properties": {
        "title": "Historical Growth Rates",
        "display_averages": True,
        "order": "descending",
        "number_format": "M"
    },
})

# Set description for assumptions
assumptions.set_description({
    "%discount_rate": r"""
        ## Discount Rate

`Discount Rate` = `Cost of Equity` = `Risk Free Rate` + `Beta` * `Market Premium`

The cost of equity is the theoretical rate of return that an equity investment should generate. It is calculated using the CAPM formula.

[Read More](https://www.investopedia.com/terms/c/costofequity.asp#mntl-sc-block_1-0-20)
    """,

"beta": r"""
        ## Beta

Beta is a value that measures the price fluctuations (volatility) of a stock with respect to fluctuations in the overall stock market.
    """,

"%risk_free_rate": r"""
        ## Risk-Free Rate

The risk-free rate represents the interest an investor would expect from an absolutely risk-free investment over a specified period of time.
        By default, it is equal to the current yield of the U.S. 10 Year Treasury Bond.
    """,

"%market_premium": r"""
        ## Market Premium

Market risk premium represents the excess returns over the risk-free rate that investors expect for taking on the incremental risks connected to the equities market.
    """,

"pe_ratio": r"""
        ## Price to Earnings (PE) Ratio

Estimated Price to Earnings (PE) Ratio at the end of the projection period.

`Future Market Cap` = `PE Ratio` * `Projected Net Income`
    """,

"%revenue_growth_rate": r"""
        ## Revenue Growth Rate

The annual revenue growth rate is applied to projected revenue starting from the second projection year onward.
    """,

"%net_income_margin": r"""
        ## Net Income Margin

Net Income expressed as a percentage of Revenue.
    """,

"historical_years": r"""
        ## Historical Years

The number of historical years used to calculate averages for historical data.
    """,

"projection_years": r"""
        ## Projection Years

The number of years for projecting the analysis into the future.
    """,
})

print("End of model.")

Estimated Value

USD

Market Price USD

* Values are not guaranteed, please do your own
research before making investment decisions.

Discounted Future Market Cap

Interactive Assumptions

Discount Rate Discount Rate `Discount Rate` = `Cost of Equity` = `Risk Free Rate` + `Beta` * `Market Premium` The cost of equity is the theoretical rate of return that an equity investment should generate. It is calculated using the CAPM formula. Read More	%
↳ Beta Beta Beta is a value that measures the price fluctuations (volatility) of a stock with respect to fluctuations in the overall stock market.	#
↳ Risk Free Rate Risk-Free Rate The risk-free rate represents the interest an investor would expect from an absolutely risk-free investment over a specified period of time. By default, it is equal to the current yield of the U.S. 10 Year Treasury Bond.	%
↳ Market Premium Market Premium Market risk premium represents the excess returns over the risk-free rate that investors expect for taking on the incremental risks connected to the equities market.	%
Pe Ratio Price to Earnings (PE) Ratio Estimated Price to Earnings (PE) Ratio at the end of the projection period. `Future Market Cap` = `PE Ratio` * `Projected Net Income`	#
Revenue Growth Rate Revenue Growth Rate The annual revenue growth rate is applied to projected revenue starting from the second projection year onward.	%
Net Income Margin Net Income Margin Net Income expressed as a percentage of Revenue.	%
Historical Years Historical Years The number of historical years used to calculate averages for historical data.	#
Projection Years Projection Years The number of years for projecting the analysis into the future.	#

Results
Present Value	1.85 USD
Estimated net income	-143 Mil. USD
Estimated market capitalization	4.87 Mil. USD
Market capitalization discounted to present	2.73 Mil. USD
Shares Outstanding	1.48 Mil.
Earnings Per Share (EPS)	-50.81 USD
Market Price	1.73 USD
Price to Earnings (PE) Ratio	-0.167

Historical and forecasted data

In Millions of USD

{"sectionId": "section-chart-1", "sectionType": "chart", "title": "Historical and forecasted data", "dates": [2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026, 2027, 2028, 2029], "series": [{"label": "Revenue", "mappingKey": "income:revenue", "data": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.14, 13.48, 15.77, null, {"y": 17.38, "oy": 17.38, "e": true, "c": 2025, "g": 10.21, "og": 10.21}, {"y": 19.82, "oy": 19.82, "e": true, "c": 2026, "g": 14.01, "og": 14.01}, {"y": 22.59, "oy": 22.59, "e": true, "c": 2027, "g": 14.01, "og": 14.01}, {"y": 25.76, "oy": 25.76, "e": true, "c": 2028, "g": 14.01, "og": 14.01}, {"y": 29.37, "oy": 29.37, "e": true, "c": 2029, "g": 14.01, "og": 14.01}], "dataType": ".", "numberFormat": "M", "hidden": false}, {"label": "Net Income", "mappingKey": "income:netIncome", "data": [-44.41, -47.09, -42.45, -52.39, -73.64, -68.63, -33.92, -96.78, -74.96, null, {"y": -84.64, "oy": -84.64, "e": true, "c": 2025, "g": 12.9, "og": 12.9}, {"y": -96.49, "oy": -96.49, "e": true, "c": 2026, "g": 14.01, "og": 14.01}, {"y": -110.0, "oy": -110.0, "e": true, "c": 2027, "g": 14.01, "og": 14.01}, {"y": -125.4, "oy": -125.4, "e": true, "c": 2028, "g": 14.01, "og": 14.01}, {"y": -143.0, "oy": -143.0, "e": true, "c": 2029, "g": 14.01, "og": 14.01}], "dataType": ".", "numberFormat": "M", "hidden": false}, {"label": "Linear Regression Revenue", "mappingKey": "linearRegressionRevenue", "data": [-3.92, -1.79, 0.339, 2.47, 4.6, 6.73, 8.86, 10.99, 13.12, 15.25, 17.38, 19.51, 21.64, 23.77, 25.9], "dataType": ".", "numberFormat": "M", "hidden": true}], "editableDates": {"2025": 36, "2026": 37, "2027": 38, "2028": 39, "2029": 40}, "properties": {"number_format": "M", "display_table": true}, "width": "full"}

Edit Chart Values	2025	2026	2027	2028	2029

↳ Growth Rate

Estimated Future Values

amounts of USD except for #	LTM	2025	2026	2027	2028	2029
Revenue	15.77	17.38	19.82	22.59	25.76	29.37
Revenue Growth Rate			14.01%	14.01%	14.01%	14.01%
Net Income	-74.96	-84.64	-96.49	-110	-125.4	-143

Historical Values

amounts of USD except for #	Average	LTM	2023	2022	2021	2020	2019	2018	2017	2016	2015
Revenue	14.29	15.77	15.77	13.48	12.14	0	0	0	0	0	0
Cost of Revenue	0.451	0.644	0.024	1.84	0.745	0.645	0.486	0.054	0.041	0.023	0.011
Gross Profit	5.27	15.13	15.75	11.65	11.4	-0.645	-0.486	-0.054	-0.041	-0.023	-0.011
Gross Margin	94%	95.92%	99.85%	86.38%	93.86%
Operating Income	-62.52	-71.79	-71.79	-92.74	-76.94	-62.15	-68.9	-51.05	-41.52	-46.12	-42.18
Operating Margin	-557.9%	-455.1%	-455.1%	-687.8%	-633.7%
Net Income	-60.92	-74.96	-74.96	-96.78	-33.92	-68.63	-73.64	-52.39	-42.45	-47.09	-44.41
Net Margin	-486.9%	-475.3%	-475.3%	-717.7%	-279.3%

Historical Growth Rates

amounts of USD except for #	Average	LTM	2023	2022	2021	2020	2019	2018	2017	2016	2015
Revenue	14.29	15.77	15.77	13.48	12.14	0	0	0	0	0	0
Revenue Growth Rate	14.02%		16.98%	11.05%
Net Income	-60.92	-74.96	-74.96	-96.78	-33.92	-68.63	-73.64	-52.39	-42.45	-47.09	-44.41
Net Margin	-486.9%	-475.3%	-475.3%	-717.7%	-279.3%
Net Income Growth Rate	21.86%		-22.54%	185.3%	-50.58%	-6.8%	40.56%	23.42%	-9.85%	6.02%	31.19%
Stockholders Equity	41.17	-14.46	-14.46	55.31	72.4	95.03	56.48	66.59	22.52	40.72	31.55
Equity Growth Rate	0.376%		-126.1%	-23.6%	-23.82%	68.26%	-15.19%	195.7%	-44.69%	29.06%	-56.24%
Return on Invested Capital (ROIC)	206.4%	179.5%	179.9%	-134%	-103.8%	-66.84%	-148%	-166.9%	-1,206%	-167.9%	3,698%
After-tax Operating Income	-63.71	-71.6	-71.79	-92.76	-77.08	-65.57	-72.23	-52.01	-43.15	-46.5	-44.37
Income Tax Rate	-2.21%	0.256%	-0.008%	-0.024%	-0.189%	-5.51%	-4.83%	-1.88%	-3.93%	-0.828%	-5.19%
Invested Capital	27.19	-39.9	-39.9	69.22	74.28	98.1	48.82	31.16	3.58	27.69	-1.2