Spectral Stock Forward View

MDAI Stock

2.33 0.02 0.87%

Naive Prediction is applied to Spectral AI's daily closing prices, and the resulting forecast is presented with accuracy metrics. Wide deviation between fitted and observed values suggests the model's assumptions may not match current market conditions. The Naive Prediction model projects Spectral at 2.45 for the next trading day, above the most recent closing price. This Naive Prediction output is provided as analytical reference and does not constitute a trading recommendation.

Spectral Cash Forecast

Forecasting cash for Spectral requires analysts to apply different statistical methods to find hidden patterns. This approach detects underlying patterns in Spectral's financial data to predict future market behavior.

Cash

First Reported

2010-12-31

Previous Quarter

15.39 million

Current Value

15.39 million

Quarterly Volatility

3.91 million

Macro event markers

Credit Downgrade

Yuan Drop

Covid

Interest Hikes

A naive forecasting model for Spectral is a special case of the moving average where the smoothing period is one. The forecast for Spectral AI on a given trading day is simply the observed closing price of the previous period. Because it uses only a single lag, this model is limited to one-period-ahead forecasts.

Naive Prediction Price Forecast For the 13th of May 2026

Over a 90-day horizon, the Naive Prediction model forecasts Spectral at 2.45 for the next trading day, with a mean absolute deviation of 0.06 , mean absolute percentage error of 0.04 , and sum of absolute errors of 3.76 .

This represents a tight forecast with good short-term tracking of Spectral's price movement. This output is intended for short-term analytical reference.

Stock Forecast Pattern

Backtest Spectral

Spectral Price Prediction

Research Analysis

Forecasted Value

This forecast for Spectral frames the expected trading range using downside and upside bounds rather than a single point target. The forecast band spans 0.02 to 7.04. The wide range indicates elevated uncertainty in short-term projections.

Market Value

2.33

0.02

Downside

2.45

Expected Value

7.04

Upside

Target Odds

Above Odds

Below Odds

Model Predictive Factors

The table below summarizes the Naive Prediction model's error metrics for Spectral stock. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction.

AIC	Akaike Information Criteria	115.0233
Bias	Arithmetic mean of the errors	None
MAD	Mean absolute deviation	0.0607
MAPE	Mean absolute percentage error	0.0371
SAE	Sum of the absolute errors	3.7604

The naive model produces a tight forecast range but offers no smoothing of noise or trend detection. It serves primarily as a baseline benchmark — if a more complex model cannot outperform the naive forecast, it may indicate that Spectral price movements are largely random over the selected horizon.

Other Forecasting Options for Spectral

Spectral's daily price returns decompose into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Spectral often signals an upcoming reversal or acceleration.

Spectral Related Equities

These stocks are related to Spectral within the Health Care space and can be used for peer review, pricing, or spreading risk. Peer review on balance sheet metrics shows how Spectral's capital structure stacks up against similar firms.

Icecure Medical Tela Bio Cytosorbents Crp Sensus Healthcare Equillium Coeptis Therapeutics Century Therapeutics Telomir Pharmaceuticals Common Electrocore LLC Karyopharm Therapeutics American Airlines Group Alcoa Corp Apple Inc Best Buy Co Citigroup

Risk & Return

Correlation

Spectral Market Strength Events

Market strength indicators for Spectral stock provide a framework for assessing security responsiveness. A rising Accumulation/Distribution line alongside rising price confirms institutional buying interest in Spectral.

	Accumulation Distribution	47060.06
	Daily Balance Of Power	0.1176
	Rate Of Daily Change	1.01
	Day Median Price	2.34
	Day Typical Price	2.34
	Price Action Indicator	-0.01
	Period Momentum Indicator	0.02
	Relative Strength Index	69.63

Spectral Risk Indicators

Assessing Spectral's risk indicators is a structured way to evaluate the risk-return trade-off for spectral stock. The level of risk embedded in Spectral's feeds directly into exposure calibration.

	Mean Deviation	3.09
	Semi Deviation	2.39
	Standard Deviation	4.46
	Variance	19.85
	Downside Variance	8.8
	Semi Variance	5.71
	Expected Short fall	-4.26

Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Spectral Short Properties

Short-interest data for Spectral reveals whether bearish conviction in the market is gaining traction. A disciplined short-interest review can make timing decisions more informed under rising skepticism.

	Common Stock Shares Outstanding	26.52 million
	Cash And Short Term Investments	15.39 million

More Resources for Spectral Stock Analysis

A structured review of Spectral AI begins with its financial statements and broad trends. Key reports that frame Spectral AI Stock are listed below:

Spectral Risk and Volatility Profile

Details

Spectral Stock Market Risk Analysis

Details

What is Spectral's Net Worth?

Details

Top Sectors

	Naive Prediction
	Simple Exponential Smoothing
	Double Exponential Smoothing
	Triple Exponential Smoothing
	Simple Regression
	Polynomial Regression
	Simple Moving Average
	4 Period Moving Average
	8 Period Moving Average
	20 Period Moving Average